VGG16.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4",
      "authorship_tag": "ABX9TyNEcjPsl5XA61n1RhWTakfW",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/eshal26/Leukemia-classification/blob/main/VGG16.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5q6PMgHq9e7e",
        "outputId": "d8a49efc-bcb5-4a28-ef7c-b1a78999d6db"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Archive:  Original.zip\n",
            "   creating: Original/Benign/\n",
            "  inflating: Original/Benign/WBC-Benign-001.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-002.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-003.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-004.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-005.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-006.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-007.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-008.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-009.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-010.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-011.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-012.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-013.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-014.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-015.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-016.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-017.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-018.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-019.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-020.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-021.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-022.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-023.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-024.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-025.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-026.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-027.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-028.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-029.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-030.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-031.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-032.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-033.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-034.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-035.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-036.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-037.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-038.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-039.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-040.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-041.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-042.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-043.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-044.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-045.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-046.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-047.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-048.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-049.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-050.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-051.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-052.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-053.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-054.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-055.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-056.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-057.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-058.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-059.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-060.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-061.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-062.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-063.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-064.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-065.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-066.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-067.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-068.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-069.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-070.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-071.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-072.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-073.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-074.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-075.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-076.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-077.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-078.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-079.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-080.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-081.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-082.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-083.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-084.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-085.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-086.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-087.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-088.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-089.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-090.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-091.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-092.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-093.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-094.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-095.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-096.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-097.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-098.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-099.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-100.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-101.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-102.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-103.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-104.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-105.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-106.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-107.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-108.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-109.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-110.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-111.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-112.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-113.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-114.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-115.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-116.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-117.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-118.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-119.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-120.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-121.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-122.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-123.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-124.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-125.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-126.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-127.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-128.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-129.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-130.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-131.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-132.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-133.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-134.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-135.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-136.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-137.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-138.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-139.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-140.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-141.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-142.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-143.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-144.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-145.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-146.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-147.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-148.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-149.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-150.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-151.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-152.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-153.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-154.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-155.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-156.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-157.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-158.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-159.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-160.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-161.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-162.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-163.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-164.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-165.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-166.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-167.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-168.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-169.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-170.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-171.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-172.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-173.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-174.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-175.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-176.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-177.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-178.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-179.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-180.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-181.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-182.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-183.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-184.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-185.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-186.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-187.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-188.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-189.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-190.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-191.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-192.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-193.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-194.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-195.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-196.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-197.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-198.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-199.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-200.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-201.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-202.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-203.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-204.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-205.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-206.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-207.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-208.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-209.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-210.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-211.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-212.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-213.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-214.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-215.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-216.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-217.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-218.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-219.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-220.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-221.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-222.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-223.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-224.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-225.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-226.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-227.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-228.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-229.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-230.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-231.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-232.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-233.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-234.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-235.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-236.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-237.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-238.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-239.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-240.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-241.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-242.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-243.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-244.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-245.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-246.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-247.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-248.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-249.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-250.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-251.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-252.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-253.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-254.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-255.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-256.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-257.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-258.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-259.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-260.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-261.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-262.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-263.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-264.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-265.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-266.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-267.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-268.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-269.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-270.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-271.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-272.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-273.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-274.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-275.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-276.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-277.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-278.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-279.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-280.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-281.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-282.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-283.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-284.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-285.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-286.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-287.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-288.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-289.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-290.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-291.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-292.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-293.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-294.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-295.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-296.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-297.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-298.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-299.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-300.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-301.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-302.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-303.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-304.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-305.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-306.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-307.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-308.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-309.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-310.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-311.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-312.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-313.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-314.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-315.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-316.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-317.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-318.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-319.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-320.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-321.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-322.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-323.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-324.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-325.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-326.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-327.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-328.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-329.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-330.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-331.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-332.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-333.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-334.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-335.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-336.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-337.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-338.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-339.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-340.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-341.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-342.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-343.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-344.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-345.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-346.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-347.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-348.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-349.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-350.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-351.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-352.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-353.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-354.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-355.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-356.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-357.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-358.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-359.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-360.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-361.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-362.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-363.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-364.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-365.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-366.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-367.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-368.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-369.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-370.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-371.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-372.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-373.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-374.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-375.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-376.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-377.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-378.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-379.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-380.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-381.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-382.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-383.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-384.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-385.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-386.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-387.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-388.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-389.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-390.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-391.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-392.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-393.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-394.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-395.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-396.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-397.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-398.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-399.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-400.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-401.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-402.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-403.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-404.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-405.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-406.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-407.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-408.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-409.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-410.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-411.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-412.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-413.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-414.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-415.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-416.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-417.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-418.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-419.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-420.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-421.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-422.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-423.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-424.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-425.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-426.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-427.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-428.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-429.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-430.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-431.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-432.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-433.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-434.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-435.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-436.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-437.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-438.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-439.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-440.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-441.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-442.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-443.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-444.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-445.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-446.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-447.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-448.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-449.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-450.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-451.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-452.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-453.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-454.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-455.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-456.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-457.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-458.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-459.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-460.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-461.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-462.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-463.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-464.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-465.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-466.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-467.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-468.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-469.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-470.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-471.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-472.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-473.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-474.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-475.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-476.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-477.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-478.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-479.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-480.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-481.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-482.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-483.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-484.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-485.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-486.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-487.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-488.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-489.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-490.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-491.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-492.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-493.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-494.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-495.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-496.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-497.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-498.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-499.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-500.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-501.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-502.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-503.jpg  \n",
            "  inflating: Original/Benign/WBC-Benign-504.jpg  \n",
            "   creating: Original/Early/\n",
            "  inflating: Original/Early/WBC-Malignant-Early-001.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-002.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-003.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-004.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-005.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-006.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-007.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-008.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-009.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-010.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-011.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-012.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-013.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-014.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-015.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-016.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-017.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-018.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-019.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-020.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-021.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-022.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-023.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-024.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-025.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-026.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-027.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-028.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-029.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-030.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-031.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-032.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-033.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-034.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-035.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-036.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-037.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-038.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-039.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-040.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-041.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-042.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-043.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-044.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-045.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-046.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-047.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-048.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-049.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-050.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-051.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-052.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-053.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-054.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-055.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-056.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-057.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-058.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-059.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-060.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-061.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-062.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-063.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-064.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-065.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-066.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-067.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-068.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-069.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-070.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-071.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-072.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-073.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-074.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-075.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-076.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-077.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-078.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-079.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-080.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-081.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-082.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-083.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-084.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-085.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-086.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-087.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-088.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-089.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-090.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-091.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-092.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-093.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-094.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-095.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-096.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-097.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-098.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-099.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-100.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-101.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-102.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-103.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-104.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-105.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-106.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-107.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-108.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-109.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-110.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-111.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-112.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-113.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-114.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-115.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-116.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-117.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-118.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-119.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-120.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-121.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-122.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-123.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-124.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-125.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-126.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-127.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-128.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-129.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-130.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-131.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-132.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-133.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-134.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-135.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-136.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-137.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-138.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-139.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-140.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-141.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-142.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-143.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-144.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-145.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-146.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-147.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-148.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-149.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-150.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-151.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-152.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-153.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-154.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-155.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-156.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-157.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-158.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-159.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-160.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-161.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-162.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-163.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-164.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-165.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-166.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-167.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-168.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-169.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-170.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-171.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-172.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-173.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-174.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-175.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-176.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-177.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-178.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-179.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-180.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-181.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-182.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-183.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-184.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-185.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-186.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-187.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-188.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-189.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-190.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-191.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-192.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-193.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-194.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-195.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-196.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-197.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-198.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-199.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-200.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-201.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-202.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-203.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-204.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-205.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-206.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-207.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-208.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-209.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-210.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-211.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-212.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-213.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-214.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-215.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-216.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-217.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-218.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-219.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-220.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-221.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-222.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-223.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-224.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-225.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-226.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-227.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-228.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-229.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-230.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-231.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-232.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-233.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-234.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-235.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-236.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-237.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-238.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-239.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-240.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-241.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-242.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-243.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-244.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-245.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-246.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-247.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-248.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-249.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-250.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-251.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-252.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-253.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-254.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-255.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-256.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-257.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-258.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-259.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-260.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-261.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-262.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-263.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-264.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-265.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-266.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-267.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-268.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-269.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-270.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-271.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-272.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-273.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-274.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-275.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-276.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-277.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-278.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-279.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-280.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-281.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-282.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-283.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-284.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-285.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-286.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-287.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-288.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-289.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-290.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-291.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-292.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-293.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-294.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-295.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-296.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-297.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-298.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-299.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-300.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-301.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-302.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-303.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-304.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-305.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-306.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-307.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-308.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-309.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-310.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-311.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-312.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-313.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-314.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-315.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-316.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-317.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-318.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-319.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-320.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-321.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-322.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-323.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-324.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-325.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-326.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-327.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-328.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-329.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-330.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-331.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-332.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-333.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-334.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-335.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-336.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-337.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-338.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-339.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-340.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-341.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-342.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-343.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-344.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-345.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-346.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-347.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-348.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-349.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-350.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-351.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-352.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-353.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-354.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-355.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-356.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-357.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-358.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-359.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-360.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-361.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-362.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-363.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-364.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-365.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-366.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-367.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-368.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-369.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-370.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-371.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-372.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-373.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-374.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-375.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-376.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-377.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-378.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-379.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-380.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-381.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-382.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-383.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-384.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-385.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-386.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-387.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-388.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-389.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-390.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-391.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-392.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-393.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-394.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-395.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-396.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-397.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-398.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-399.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-400.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-401.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-402.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-403.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-404.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-405.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-406.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-407.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-408.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-409.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-410.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-411.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-412.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-413.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-414.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-415.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-416.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-417.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-418.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-419.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-420.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-421.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-422.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-423.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-424.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-425.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-426.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-427.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-428.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-429.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-430.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-431.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-432.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-433.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-434.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-435.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-436.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-437.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-438.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-439.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-440.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-441.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-442.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-443.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-444.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-445.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-446.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-447.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-448.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-449.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-450.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-451.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-452.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-453.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-454.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-455.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-456.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-457.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-458.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-459.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-460.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-461.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-462.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-463.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-464.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-465.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-466.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-467.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-468.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-469.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-470.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-471.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-472.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-473.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-474.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-475.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-476.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-477.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-478.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-479.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-480.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-481.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-482.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-483.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-484.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-485.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-486.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-487.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-488.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-489.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-490.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-491.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-492.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-493.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-494.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-495.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-496.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-497.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-498.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-499.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-500.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-501.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-502.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-503.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-504.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-505.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-506.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-507.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-508.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-509.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-510.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-511.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-512.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-513.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-514.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-515.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-516.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-517.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-518.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-519.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-520.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-521.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-522.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-523.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-524.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-525.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-526.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-527.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-528.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-529.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-530.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-531.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-532.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-533.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-534.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-535.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-536.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-537.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-538.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-539.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-540.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-541.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-542.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-543.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-544.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-545.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-546.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-547.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-548.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-549.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-550.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-551.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-552.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-553.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-554.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-555.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-556.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-557.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-558.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-559.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-560.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-561.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-562.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-563.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-564.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-565.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-566.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-567.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-568.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-569.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-570.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-571.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-572.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-573.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-574.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-575.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-576.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-577.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-578.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-579.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-580.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-581.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-582.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-583.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-584.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-585.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-586.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-587.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-588.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-589.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-590.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-591.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-592.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-593.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-594.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-595.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-596.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-597.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-598.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-599.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-600.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-601.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-602.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-603.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-604.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-605.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-606.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-607.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-608.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-609.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-610.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-611.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-612.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-613.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-614.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-615.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-616.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-617.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-618.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-619.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-620.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-621.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-622.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-623.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-624.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-625.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-626.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-627.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-628.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-629.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-630.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-631.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-632.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-633.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-634.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-635.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-636.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-637.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-638.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-639.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-640.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-641.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-642.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-643.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-644.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-645.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-646.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-647.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-648.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-649.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-650.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-651.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-652.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-653.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-654.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-655.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-656.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-657.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-658.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-659.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-660.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-661.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-662.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-663.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-664.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-665.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-666.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-667.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-668.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-669.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-670.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-671.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-672.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-673.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-674.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-675.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-676.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-677.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-678.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-679.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-680.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-681.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-682.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-683.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-684.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-685.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-686.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-687.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-688.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-689.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-690.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-691.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-692.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-693.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-694.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-695.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-696.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-697.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-698.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-699.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-700.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-701.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-702.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-703.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-704.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-705.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-706.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-707.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-708.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-709.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-710.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-711.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-712.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-713.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-714.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-715.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-716.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-717.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-718.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-719.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-720.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-721.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-722.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-723.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-724.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-725.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-726.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-727.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-728.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-729.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-730.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-731.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-732.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-733.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-734.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-735.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-736.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-737.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-738.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-739.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-740.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-741.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-742.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-743.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-744.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-745.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-746.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-747.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-748.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-749.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-750.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-751.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-752.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-753.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-754.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-755.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-756.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-757.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-758.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-759.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-760.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-761.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-762.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-763.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-764.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-765.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-766.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-767.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-768.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-769.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-770.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-771.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-772.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-773.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-774.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-775.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-776.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-777.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-778.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-779.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-780.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-781.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-782.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-783.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-784.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-785.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-786.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-787.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-788.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-789.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-790.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-791.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-792.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-793.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-794.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-795.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-796.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-797.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-798.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-799.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-800.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-801.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-802.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-803.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-804.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-805.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-806.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-807.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-808.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-809.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-810.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-811.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-812.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-813.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-814.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-815.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-816.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-817.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-818.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-819.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-820.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-821.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-822.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-823.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-824.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-825.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-826.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-827.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-828.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-829.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-830.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-831.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-832.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-833.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-834.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-835.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-836.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-837.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-838.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-839.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-840.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-841.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-842.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-843.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-844.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-845.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-846.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-847.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-848.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-849.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-850.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-851.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-852.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-853.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-854.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-855.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-856.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-857.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-858.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-859.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-860.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-861.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-862.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-863.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-864.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-865.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-866.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-867.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-868.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-869.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-870.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-871.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-872.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-873.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-874.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-875.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-876.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-877.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-878.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-879.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-880.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-881.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-882.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-883.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-884.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-885.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-886.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-887.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-888.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-889.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-890.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-891.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-892.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-893.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-894.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-895.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-896.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-897.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-898.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-899.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-900.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-901.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-902.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-903.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-904.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-905.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-906.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-907.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-908.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-909.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-910.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-911.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-912.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-913.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-914.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-915.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-916.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-917.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-918.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-919.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-920.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-921.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-922.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-923.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-924.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-925.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-926.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-927.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-928.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-929.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-930.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-931.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-932.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-933.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-934.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-935.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-936.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-937.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-938.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-939.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-940.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-941.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-942.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-943.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-944.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-945.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-946.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-947.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-948.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-949.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-950.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-951.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-952.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-953.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-954.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-955.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-956.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-957.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-958.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-959.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-960.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-961.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-962.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-963.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-964.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-965.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-966.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-967.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-968.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-969.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-970.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-971.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-972.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-973.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-974.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-975.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-976.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-977.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-978.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-979.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-980.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-981.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-982.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-983.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-984.jpg  \n",
            "  inflating: Original/Early/WBC-Malignant-Early-985.jpg  \n",
            "   creating: Original/Pre/\n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-001.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-002.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-003.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-004.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-005.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-006.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-007.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-008.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-009.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-010.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-011.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-012.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-013.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-014.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-015.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-016.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-017.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-018.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-019.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-020.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-021.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-022.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-023.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-024.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-025.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-026.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-027.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-028.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-029.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-030.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-031.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-032.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-033.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-034.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-035.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-036.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-037.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-038.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-039.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-040.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-041.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-042.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-043.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-044.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-045.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-046.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-047.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-048.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-049.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-050.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-051.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-052.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-053.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-054.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-055.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-056.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-057.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-058.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-059.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-060.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-061.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-062.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-063.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-064.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-065.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-066.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-067.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-068.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-069.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-070.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-071.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-072.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-073.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-074.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-075.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-076.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-077.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-078.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-079.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-080.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-081.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-082.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-083.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-084.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-085.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-086.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-087.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-088.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-089.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-090.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-091.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-092.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-093.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-094.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-095.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-096.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-097.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-098.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-099.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-100.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-101.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-102.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-103.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-104.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-105.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-106.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-107.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-108.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-109.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-110.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-111.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-112.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-113.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-114.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-115.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-116.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-117.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-118.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-119.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-120.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-121.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-122.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-123.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-124.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-125.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-126.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-127.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-128.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-129.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-130.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-131.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-132.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-133.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-134.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-135.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-136.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-137.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-138.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-139.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-140.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-141.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-142.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-143.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-144.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-145.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-146.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-147.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-148.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-149.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-150.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-151.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-152.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-153.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-154.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-155.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-156.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-157.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-158.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-159.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-160.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-161.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-162.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-163.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-164.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-165.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-166.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-167.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-168.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-169.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-170.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-171.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-172.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-173.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-174.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-175.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-176.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-177.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-178.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-179.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-180.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-181.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-182.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-183.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-184.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-185.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-186.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-187.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-188.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-189.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-190.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-191.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-192.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-193.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-194.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-195.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-196.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-197.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-198.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-199.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-200.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-201.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-202.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-203.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-204.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-205.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-206.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-207.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-208.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-209.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-210.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-211.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-212.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-213.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-214.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-215.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-216.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-217.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-218.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-219.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-220.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-221.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-222.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-223.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-224.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-225.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-226.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-227.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-228.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-229.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-230.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-231.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-232.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-233.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-234.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-235.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-236.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-237.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-238.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-239.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-240.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-241.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-242.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-243.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-244.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-245.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-246.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-247.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-248.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-249.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-250.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-251.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-252.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-253.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-254.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-255.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-256.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-257.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-258.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-259.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-260.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-261.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-262.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-263.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-264.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-265.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-266.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-267.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-268.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-269.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-270.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-271.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-272.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-273.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-274.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-275.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-276.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-277.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-278.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-279.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-280.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-281.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-282.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-283.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-284.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-285.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-286.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-287.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-288.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-289.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-290.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-291.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-292.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-293.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-294.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-295.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-296.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-297.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-298.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-299.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-300.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-301.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-302.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-303.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-304.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-305.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-306.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-307.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-308.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-309.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-310.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-311.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-312.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-313.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-314.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-315.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-316.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-317.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-318.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-319.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-320.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-321.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-322.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-323.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-324.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-325.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-326.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-327.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-328.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-329.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-330.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-331.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-332.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-333.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-334.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-335.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-336.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-337.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-338.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-339.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-340.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-341.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-342.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-343.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-344.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-345.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-346.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-347.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-348.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-349.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-350.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-351.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-352.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-353.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-354.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-355.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-356.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-357.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-358.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-359.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-360.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-361.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-362.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-363.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-364.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-365.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-366.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-367.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-368.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-369.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-370.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-371.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-372.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-373.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-374.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-375.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-376.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-377.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-378.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-379.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-380.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-381.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-382.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-383.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-384.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-385.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-386.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-387.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-388.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-389.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-390.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-391.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-392.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-393.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-394.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-395.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-396.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-397.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-398.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-399.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-400.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-401.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-402.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-403.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-404.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-405.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-406.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-407.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-408.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-409.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-410.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-411.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-412.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-413.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-414.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-415.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-416.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-417.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-418.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-419.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-420.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-421.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-422.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-423.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-424.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-425.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-426.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-427.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-428.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-429.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-430.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-431.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-432.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-433.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-434.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-435.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-436.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-437.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-438.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-439.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-440.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-441.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-442.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-443.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-444.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-445.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-446.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-447.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-448.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-449.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-450.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-451.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-452.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-453.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-454.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-455.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-456.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-457.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-458.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-459.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-460.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-461.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-462.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-463.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-464.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-465.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-466.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-467.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-468.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-469.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-470.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-471.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-472.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-473.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-474.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-475.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-476.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-477.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-478.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-479.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-480.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-481.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-482.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-483.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-484.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-485.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-486.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-487.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-488.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-489.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-490.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-491.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-492.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-493.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-494.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-495.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-496.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-497.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-498.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-499.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-500.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-501.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-502.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-503.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-504.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-505.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-506.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-507.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-508.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-509.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-510.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-511.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-512.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-513.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-514.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-515.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-516.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-517.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-518.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-519.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-520.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-521.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-522.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-523.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-524.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-525.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-526.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-527.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-528.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-529.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-530.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-531.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-532.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-533.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-534.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-535.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-536.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-537.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-538.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-539.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-540.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-541.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-542.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-543.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-544.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-545.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-546.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-547.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-548.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-549.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-550.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-551.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-552.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-553.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-554.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-555.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-556.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-557.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-558.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-559.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-560.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-561.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-562.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-563.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-564.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-565.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-566.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-567.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-568.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-569.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-570.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-571.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-572.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-573.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-574.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-575.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-576.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-577.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-578.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-579.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-580.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-581.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-582.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-583.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-584.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-585.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-586.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-587.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-588.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-589.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-590.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-591.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-592.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-593.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-594.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-595.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-596.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-597.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-598.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-599.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-600.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-601.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-602.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-603.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-604.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-605.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-606.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-607.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-608.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-609.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-610.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-611.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-612.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-613.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-614.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-615.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-616.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-617.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-618.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-619.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-620.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-621.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-622.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-623.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-624.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-625.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-626.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-627.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-628.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-629.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-630.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-631.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-632.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-633.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-634.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-635.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-636.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-637.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-638.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-639.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-640.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-641.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-642.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-643.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-644.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-645.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-646.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-647.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-648.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-649.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-650.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-651.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-652.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-653.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-654.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-655.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-656.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-657.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-658.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-659.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-660.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-661.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-662.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-663.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-664.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-665.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-666.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-667.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-668.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-669.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-670.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-671.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-672.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-673.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-674.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-675.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-676.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-677.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-678.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-679.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-680.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-681.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-682.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-683.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-684.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-685.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-686.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-687.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-688.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-689.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-690.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-691.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-692.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-693.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-694.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-695.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-696.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-697.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-698.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-699.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-700.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-701.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-702.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-703.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-704.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-705.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-706.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-707.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-708.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-709.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-710.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-711.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-712.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-713.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-714.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-715.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-716.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-717.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-718.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-719.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-720.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-721.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-722.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-723.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-724.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-725.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-726.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-727.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-728.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-729.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-730.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-731.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-732.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-733.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-734.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-735.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-736.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-737.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-738.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-739.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-740.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-741.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-742.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-743.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-744.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-745.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-746.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-747.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-748.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-749.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-750.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-751.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-752.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-753.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-754.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-755.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-756.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-757.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-758.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-759.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-760.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-761.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-762.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-763.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-764.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-765.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-766.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-767.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-768.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-769.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-770.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-771.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-772.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-773.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-774.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-775.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-776.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-777.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-778.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-779.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-780.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-781.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-782.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-783.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-784.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-785.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-786.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-787.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-788.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-789.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-790.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-791.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-792.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-793.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-794.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-795.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-796.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-797.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-798.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-799.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-800.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-801.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-802.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-803.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-804.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-805.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-806.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-807.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-808.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-809.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-810.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-811.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-812.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-813.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-814.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-815.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-816.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-817.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-818.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-819.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-820.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-821.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-822.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-823.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-824.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-825.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-826.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-827.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-828.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-829.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-830.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-831.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-832.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-833.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-834.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-835.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-836.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-837.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-838.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-839.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-840.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-841.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-842.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-843.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-844.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-845.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-846.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-847.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-848.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-849.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-850.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-851.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-852.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-853.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-854.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-855.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-856.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-857.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-858.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-859.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-860.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-861.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-862.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-863.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-864.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-865.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-866.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-867.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-868.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-869.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-870.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-871.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-872.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-873.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-874.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-875.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-876.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-877.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-878.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-879.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-880.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-881.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-882.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-883.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-884.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-885.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-886.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-887.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-888.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-889.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-890.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-891.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-892.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-893.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-894.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-895.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-896.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-897.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-898.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-899.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-900.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-901.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-902.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-903.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-904.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-905.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-906.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-907.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-908.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-909.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-910.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-911.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-912.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-913.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-914.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-915.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-916.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-917.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-918.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-919.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-920.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-921.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-922.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-923.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-924.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-925.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-926.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-927.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-928.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-929.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-930.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-931.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-932.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-933.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-934.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-935.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-936.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-937.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-938.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-939.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-940.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-941.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-942.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-943.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-944.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-945.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-946.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-947.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-948.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-949.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-950.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-951.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-952.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-953.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-954.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-955.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-956.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-957.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-958.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-959.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-960.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-961.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-962.jpg  \n",
            "  inflating: Original/Pre/WBC-Malignant-Pre-963.jpg  \n",
            "   creating: Original/Pro/\n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-001.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-002.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-003.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-004.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-005.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-006.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-007.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-008.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-009.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-010.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-011.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-012.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-013.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-014.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-015.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-016.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-017.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-018.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-019.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-020.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-021.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-022.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-023.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-024.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-025.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-026.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-027.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-028.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-029.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-030.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-031.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-032.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-033.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-034.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-035.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-036.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-037.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-038.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-039.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-040.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-041.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-042.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-043.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-044.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-045.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-046.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-047.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-048.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-049.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-050.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-051.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-052.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-053.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-054.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-055.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-056.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-057.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-058.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-059.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-060.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-061.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-062.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-063.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-064.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-065.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-066.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-067.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-068.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-069.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-070.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-071.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-072.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-073.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-074.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-075.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-076.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-077.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-078.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-079.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-080.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-081.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-082.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-083.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-084.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-085.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-086.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-087.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-088.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-089.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-090.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-091.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-092.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-093.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-094.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-095.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-096.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-097.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-098.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-099.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-100.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-101.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-102.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-103.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-104.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-105.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-106.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-107.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-108.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-109.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-110.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-111.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-112.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-113.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-114.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-115.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-116.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-117.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-118.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-119.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-120.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-121.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-122.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-123.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-124.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-125.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-126.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-127.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-128.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-129.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-130.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-131.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-132.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-133.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-134.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-135.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-136.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-137.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-138.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-139.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-140.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-141.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-142.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-143.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-144.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-145.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-146.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-147.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-148.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-149.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-150.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-151.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-152.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-153.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-154.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-155.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-156.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-157.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-158.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-159.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-160.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-161.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-162.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-163.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-164.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-165.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-166.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-167.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-168.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-169.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-170.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-171.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-172.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-173.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-174.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-175.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-176.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-177.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-178.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-179.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-180.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-181.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-182.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-183.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-184.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-185.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-186.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-187.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-188.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-189.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-190.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-191.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-192.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-193.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-194.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-195.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-196.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-197.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-198.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-199.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-200.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-201.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-202.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-203.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-204.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-205.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-206.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-207.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-208.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-209.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-210.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-211.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-212.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-213.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-214.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-215.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-216.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-217.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-218.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-219.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-220.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-221.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-222.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-223.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-224.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-225.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-226.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-227.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-228.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-229.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-230.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-231.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-232.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-233.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-234.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-235.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-236.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-237.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-238.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-239.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-240.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-241.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-242.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-243.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-244.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-245.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-246.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-247.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-248.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-249.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-250.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-251.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-252.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-253.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-254.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-255.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-256.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-257.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-258.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-259.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-260.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-261.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-262.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-263.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-264.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-265.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-266.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-267.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-268.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-269.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-270.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-271.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-272.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-273.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-274.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-275.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-276.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-277.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-278.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-279.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-280.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-281.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-282.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-283.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-284.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-285.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-286.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-287.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-288.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-289.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-290.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-291.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-292.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-293.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-294.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-295.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-296.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-297.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-298.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-299.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-300.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-301.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-302.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-303.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-304.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-305.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-306.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-307.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-308.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-309.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-310.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-311.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-312.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-313.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-314.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-315.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-316.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-317.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-318.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-319.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-320.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-321.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-322.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-323.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-324.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-325.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-326.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-327.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-328.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-329.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-330.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-331.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-332.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-333.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-334.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-335.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-336.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-337.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-338.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-339.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-340.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-341.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-342.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-343.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-344.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-345.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-346.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-347.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-348.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-349.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-350.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-351.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-352.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-353.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-354.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-355.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-356.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-357.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-358.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-359.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-360.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-361.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-362.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-363.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-364.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-365.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-366.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-367.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-368.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-369.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-370.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-371.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-372.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-373.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-374.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-375.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-376.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-377.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-378.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-379.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-380.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-381.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-382.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-383.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-384.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-385.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-386.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-387.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-388.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-389.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-390.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-391.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-392.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-393.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-394.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-395.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-396.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-397.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-398.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-399.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-400.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-401.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-402.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-403.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-404.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-405.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-406.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-407.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-408.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-409.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-410.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-411.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-412.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-413.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-414.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-415.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-416.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-417.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-418.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-419.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-420.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-421.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-422.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-423.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-424.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-425.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-426.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-427.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-428.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-429.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-430.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-431.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-432.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-433.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-434.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-435.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-436.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-437.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-438.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-439.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-440.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-441.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-442.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-443.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-444.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-445.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-446.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-447.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-448.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-449.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-450.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-451.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-452.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-453.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-454.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-455.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-456.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-457.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-458.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-459.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-460.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-461.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-462.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-463.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-464.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-465.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-466.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-467.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-468.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-469.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-470.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-471.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-472.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-473.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-474.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-475.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-476.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-477.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-478.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-479.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-480.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-481.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-482.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-483.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-484.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-485.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-486.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-487.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-488.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-489.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-490.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-491.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-492.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-493.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-494.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-495.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-496.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-497.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-498.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-499.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-500.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-501.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-502.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-503.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-504.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-505.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-506.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-507.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-508.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-509.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-510.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-511.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-512.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-513.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-514.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-515.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-516.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-517.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-518.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-519.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-520.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-521.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-522.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-523.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-524.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-525.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-526.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-527.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-528.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-529.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-530.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-531.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-532.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-533.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-534.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-535.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-536.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-537.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-538.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-539.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-540.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-541.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-542.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-543.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-544.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-545.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-546.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-547.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-548.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-549.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-550.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-551.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-552.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-553.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-554.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-555.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-556.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-557.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-558.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-559.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-560.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-561.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-562.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-563.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-564.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-565.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-566.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-567.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-568.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-569.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-570.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-571.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-572.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-573.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-574.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-575.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-576.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-577.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-578.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-579.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-580.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-581.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-582.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-583.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-584.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-585.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-586.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-587.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-588.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-589.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-590.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-591.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-592.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-593.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-594.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-595.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-596.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-597.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-598.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-599.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-600.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-601.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-602.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-603.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-604.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-605.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-606.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-607.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-608.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-609.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-610.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-611.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-612.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-613.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-614.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-615.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-616.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-617.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-618.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-619.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-620.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-621.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-622.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-623.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-624.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-625.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-626.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-627.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-628.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-629.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-630.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-631.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-632.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-633.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-634.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-635.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-636.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-637.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-638.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-639.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-640.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-641.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-642.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-643.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-644.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-645.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-646.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-647.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-648.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-649.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-650.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-651.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-652.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-653.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-654.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-655.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-656.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-657.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-658.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-659.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-660.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-661.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-662.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-663.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-664.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-665.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-666.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-667.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-668.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-669.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-670.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-671.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-672.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-673.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-674.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-675.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-676.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-677.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-678.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-679.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-680.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-681.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-682.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-683.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-684.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-685.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-686.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-687.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-688.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-689.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-690.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-691.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-692.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-693.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-694.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-695.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-696.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-697.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-698.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-699.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-700.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-701.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-702.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-703.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-704.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-705.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-706.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-707.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-708.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-709.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-710.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-711.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-712.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-713.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-714.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-715.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-716.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-717.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-718.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-719.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-720.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-721.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-722.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-723.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-724.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-725.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-726.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-727.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-728.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-729.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-730.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-731.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-732.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-733.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-734.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-735.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-736.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-737.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-738.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-739.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-740.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-741.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-742.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-743.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-744.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-745.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-746.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-747.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-748.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-749.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-750.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-751.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-752.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-753.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-754.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-755.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-756.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-757.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-758.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-759.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-760.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-761.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-762.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-763.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-764.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-765.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-766.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-767.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-768.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-769.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-770.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-771.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-772.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-773.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-774.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-775.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-776.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-777.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-778.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-779.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-780.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-781.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-782.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-783.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-784.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-785.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-786.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-787.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-788.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-789.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-790.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-791.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-792.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-793.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-794.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-795.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-796.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-797.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-798.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-799.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-800.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-801.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-802.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-803.jpg  \n",
            "  inflating: Original/Pro/WBC-Malignant-Pro-804.jpg  \n"
          ]
        }
      ],
      "source": [
        "!unzip Original.zip"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import torch\n",
        "import torch.nn as nn\n",
        "import torch.optim as optim\n",
        "from torch.utils.data import DataLoader\n",
        "from torchvision import datasets, transforms, models\n",
        "import matplotlib.pyplot as plt\n",
        "import os\n",
        "import sklearn\n",
        "from sklearn.model_selection import train_test_split\n",
        "import shutil\n",
        "\n",
        "# Define paths to your dataset directories\n",
        "dataset_dir = 'Original'\n",
        "benign_dir = os.path.join(dataset_dir, 'Benign')\n",
        "malignant_dir = os.path.join(dataset_dir, 'Malignant')  # Create this directory if it doesn't exist\n",
        "\n",
        "# Create the malignant directory if it doesn't exist\n",
        "if not os.path.exists(malignant_dir):\n",
        "    os.makedirs(malignant_dir)\n",
        "\n",
        "# Move images from early, pre, and pro directories to malignant directory\n",
        "for stage in ['Early', 'Pre', 'Pro']:\n",
        "    stage_dir = os.path.join(dataset_dir, stage)\n",
        "    for img_file in os.listdir(stage_dir):\n",
        "        img_path = os.path.join(stage_dir, img_file)\n",
        "        shutil.move(img_path, malignant_dir)\n",
        "\n",
        "# Update dataset directory structure and labels\n",
        "os.rmdir(os.path.join(dataset_dir, 'Early'))\n",
        "os.rmdir(os.path.join(dataset_dir, 'Pre'))\n",
        "os.rmdir(os.path.join(dataset_dir, 'Pro'))"
      ],
      "metadata": {
        "id": "xngMvdrNFwa4"
      },
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn.model_selection import train_test_split\n",
        "\n",
        "# Define paths to your original dataset directory\n",
        "original_data_dir = 'Original'\n",
        "benign_dir = os.path.join(original_data_dir, 'Benign')\n",
        "malignant_dir = os.path.join(original_data_dir, 'Malignant')\n",
        "\n",
        "# Define paths to create directories for the new dataset splits\n",
        "train_dir = 'train_dataset'\n",
        "val_dir = 'validation_dataset'\n",
        "test_dir = 'test_dataset'\n",
        "\n",
        "# Create directories for the new dataset splits if they don't exist\n",
        "for directory in [train_dir, val_dir, test_dir]:\n",
        "    os.makedirs(directory, exist_ok=True)\n",
        "    for category in ['Benign', 'Malignant']:\n",
        "        os.makedirs(os.path.join(directory, category), exist_ok=True)\n",
        "\n",
        "# Split dataset and copy images to appropriate directories\n",
        "for category_dir, category in [(benign_dir, 'Benign'), (malignant_dir, 'Malignant')]:\n",
        "    image_files = [os.path.join(category_dir, img) for img in os.listdir(category_dir)]\n",
        "    train_files, test_val_files = train_test_split(image_files, test_size=0.2, random_state=42)\n",
        "    val_files, test_files = train_test_split(test_val_files, test_size=0.5, random_state=42)\n",
        "\n",
        "    for file in train_files:\n",
        "        shutil.copy(file, os.path.join(train_dir, category))\n",
        "    for file in val_files:\n",
        "        shutil.copy(file, os.path.join(val_dir, category))\n",
        "    for file in test_files:\n",
        "        shutil.copy(file, os.path.join(test_dir, category))\n"
      ],
      "metadata": {
        "id": "XJ3Ow4gQF41z"
      },
      "execution_count": 3,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Define data transformations\n",
        "data_transforms = {\n",
        "    'train': transforms.Compose([\n",
        "        transforms.Resize(256),\n",
        "        transforms.RandomResizedCrop(224),\n",
        "        transforms.RandomHorizontalFlip(),\n",
        "        transforms.ToTensor(),\n",
        "        transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225])\n",
        "    ]),\n",
        "    'val': transforms.Compose([\n",
        "        transforms.Resize(256),\n",
        "        transforms.CenterCrop(224),\n",
        "        transforms.ToTensor(),\n",
        "        transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225])\n",
        "    ]),\n",
        "    'test': transforms.Compose([\n",
        "        transforms.Resize(256),\n",
        "        transforms.CenterCrop(224),\n",
        "        transforms.ToTensor(),\n",
        "        transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225])\n",
        "    ]),\n",
        "}\n",
        "\n",
        "# Load datasets\n",
        "data_dir = {\n",
        "    'train': 'train_dataset',\n",
        "    'val': 'validation_dataset',\n",
        "    'test': 'test_dataset'\n",
        "}\n",
        "\n",
        "image_datasets = {x: datasets.ImageFolder(data_dir[x], data_transforms[x]) for x in ['train', 'val', 'test']}\n",
        "dataloaders = {x: DataLoader(image_datasets[x], batch_size=32, shuffle=True, num_workers=2) for x in ['train', 'val', 'test']}\n",
        "dataset_sizes = {x: len(image_datasets[x]) for x in ['train', 'val', 'test']}\n",
        "class_names = image_datasets['train'].classes\n"
      ],
      "metadata": {
        "id": "ZJp6Vgw6GG7P"
      },
      "execution_count": 14,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Load VGG model\n",
        "model_ft = models.vgg16(pretrained=True)\n",
        "num_ftrs = model_ft.classifier[6].in_features\n",
        "model_ft.classifier[6] = nn.Linear(num_ftrs, len(class_names))\n",
        "\n",
        "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
        "model_ft = model_ft.to(device)\n",
        "\n",
        "criterion = nn.CrossEntropyLoss()\n",
        "optimizer = optim.SGD(model_ft.parameters(), lr=0.001, momentum=0.9)"
      ],
      "metadata": {
        "id": "hYM_GUOfeNZL"
      },
      "execution_count": 15,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn.metrics import precision_score, recall_score, f1_score, accuracy_score\n",
        "def train_model(model, criterion, optimizer, dataloaders, num_epochs=10):\n",
        "    device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
        "    model = model.to(device)\n",
        "\n",
        "    train_acc_history = []\n",
        "    val_acc_history = []\n",
        "    val_precision_history = []\n",
        "    val_recall_history = []\n",
        "    val_f1_history = []\n",
        "\n",
        "    for epoch in range(num_epochs):\n",
        "        print(f'Epoch {epoch}/{num_epochs - 1}')\n",
        "        print('-' * 10)\n",
        "\n",
        "        for phase in ['train', 'val']:\n",
        "            if phase == 'train':\n",
        "                model.train()  # Set model to training mode\n",
        "            else:\n",
        "                model.eval()   # Set model to evaluate mode\n",
        "\n",
        "            running_loss = 0.0\n",
        "            running_corrects = 0\n",
        "            all_preds = []\n",
        "            all_labels = []\n",
        "\n",
        "            for inputs, labels in dataloaders[phase]:\n",
        "                inputs = inputs.to(device)\n",
        "                labels = labels.to(device)\n",
        "\n",
        "                optimizer.zero_grad()\n",
        "\n",
        "                with torch.set_grad_enabled(phase == 'train'):\n",
        "                    outputs = model(inputs)\n",
        "                    loss = criterion(outputs, labels)\n",
        "\n",
        "                    _, preds = torch.max(outputs, 1)\n",
        "                    all_preds.extend(preds.cpu().numpy())\n",
        "                    all_labels.extend(labels.cpu().numpy())\n",
        "\n",
        "                    if phase == 'train':\n",
        "                        loss.backward()\n",
        "                        optimizer.step()\n",
        "\n",
        "                running_loss += loss.item() * inputs.size(0)\n",
        "                running_corrects += torch.sum(preds == labels.data)\n",
        "\n",
        "            epoch_loss = running_loss / dataset_sizes[phase]\n",
        "            epoch_acc = running_corrects.double() / dataset_sizes[phase]\n",
        "            epoch_precision = precision_score(all_labels, all_preds, average='weighted')\n",
        "            epoch_recall = recall_score(all_labels, all_preds, average='weighted')\n",
        "            epoch_f1 = f1_score(all_labels, all_preds, average='weighted')\n",
        "\n",
        "            print(f'{phase} Loss: {epoch_loss:.4f} Acc: {epoch_acc:.4f} Precision: {epoch_precision:.4f} Recall: {epoch_recall:.4f} F1-score: {epoch_f1:.4f}')\n",
        "\n",
        "            if phase == 'train':\n",
        "                train_acc_history.append(epoch_acc)\n",
        "            else:\n",
        "                val_acc_history.append(epoch_acc)\n",
        "                val_precision_history.append(epoch_precision)\n",
        "                val_recall_history.append(epoch_recall)\n",
        "                val_f1_history.append(epoch_f1)\n",
        "\n",
        "    return model, train_acc_history, val_acc_history, val_precision_history, val_recall_history, val_f1_history\n",
        "\n",
        "model_ft, train_acc_history, val_acc_history, val_precision_history, val_recall_history, val_f1_history = train_model(model_ft, criterion, optimizer, dataloaders, num_epochs=15)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "3kYAEHiDGTt-",
        "outputId": "49bc15a1-bd91-4b39-8a4e-ad48374e1920"
      },
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Epoch 0/14\n",
            "----------\n",
            "train Loss: 0.3273 Acc: 0.8671 Precision: 0.8480 Recall: 0.8671 F1-score: 0.8436\n",
            "val Loss: 0.1416 Acc: 0.9538 Precision: 0.9547 Recall: 0.9538 F1-score: 0.9509\n",
            "Epoch 1/14\n",
            "----------\n",
            "train Loss: 0.1176 Acc: 0.9566 Precision: 0.9558 Recall: 0.9566 F1-score: 0.9561\n",
            "val Loss: 0.1143 Acc: 0.9692 Precision: 0.9703 Recall: 0.9692 F1-score: 0.9678\n",
            "Epoch 2/14\n",
            "----------\n",
            "train Loss: 0.0694 Acc: 0.9720 Precision: 0.9716 Recall: 0.9720 F1-score: 0.9717\n",
            "val Loss: 0.1451 Acc: 0.9508 Precision: 0.9506 Recall: 0.9508 F1-score: 0.9479\n",
            "Epoch 3/14\n",
            "----------\n",
            "train Loss: 0.0967 Acc: 0.9589 Precision: 0.9581 Recall: 0.9589 F1-score: 0.9583\n",
            "val Loss: 0.1085 Acc: 0.9600 Precision: 0.9618 Recall: 0.9600 F1-score: 0.9575\n",
            "Epoch 4/14\n",
            "----------\n",
            "train Loss: 0.0457 Acc: 0.9835 Precision: 0.9834 Recall: 0.9835 F1-score: 0.9834\n",
            "val Loss: 0.0334 Acc: 0.9877 Precision: 0.9879 Recall: 0.9877 F1-score: 0.9875\n",
            "Epoch 5/14\n",
            "----------\n",
            "train Loss: 0.0349 Acc: 0.9866 Precision: 0.9865 Recall: 0.9866 F1-score: 0.9865\n",
            "val Loss: 0.0217 Acc: 0.9938 Precision: 0.9938 Recall: 0.9938 F1-score: 0.9938\n",
            "Epoch 6/14\n",
            "----------\n",
            "train Loss: 0.0244 Acc: 0.9923 Precision: 0.9923 Recall: 0.9923 F1-score: 0.9923\n",
            "val Loss: 0.0532 Acc: 0.9815 Precision: 0.9819 Recall: 0.9815 F1-score: 0.9810\n",
            "Epoch 7/14\n",
            "----------\n",
            "train Loss: 0.0281 Acc: 0.9877 Precision: 0.9876 Recall: 0.9877 F1-score: 0.9876\n",
            "val Loss: 0.0224 Acc: 0.9908 Precision: 0.9909 Recall: 0.9908 F1-score: 0.9907\n",
            "Epoch 8/14\n",
            "----------\n",
            "train Loss: 0.0330 Acc: 0.9873 Precision: 0.9873 Recall: 0.9873 F1-score: 0.9873\n",
            "val Loss: 0.1193 Acc: 0.9723 Precision: 0.9732 Recall: 0.9723 F1-score: 0.9712\n",
            "Epoch 9/14\n",
            "----------\n",
            "train Loss: 0.0320 Acc: 0.9889 Precision: 0.9888 Recall: 0.9889 F1-score: 0.9888\n",
            "val Loss: 0.0096 Acc: 0.9969 Precision: 0.9969 Recall: 0.9969 F1-score: 0.9969\n",
            "Epoch 10/14\n",
            "----------\n",
            "train Loss: 0.0260 Acc: 0.9900 Precision: 0.9900 Recall: 0.9900 F1-score: 0.9900\n",
            "val Loss: 0.0092 Acc: 0.9938 Precision: 0.9939 Recall: 0.9938 F1-score: 0.9938\n",
            "Epoch 11/14\n",
            "----------\n",
            "train Loss: 0.0161 Acc: 0.9942 Precision: 0.9942 Recall: 0.9942 F1-score: 0.9942\n",
            "val Loss: 0.0083 Acc: 0.9969 Precision: 0.9969 Recall: 0.9969 F1-score: 0.9969\n",
            "Epoch 12/14\n",
            "----------\n",
            "train Loss: 0.0185 Acc: 0.9935 Precision: 0.9935 Recall: 0.9935 F1-score: 0.9935\n",
            "val Loss: 0.0258 Acc: 0.9877 Precision: 0.9886 Recall: 0.9877 F1-score: 0.9879\n",
            "Epoch 13/14\n",
            "----------\n",
            "train Loss: 0.0133 Acc: 0.9950 Precision: 0.9950 Recall: 0.9950 F1-score: 0.9950\n",
            "val Loss: 0.0134 Acc: 0.9938 Precision: 0.9939 Recall: 0.9938 F1-score: 0.9938\n",
            "Epoch 14/14\n",
            "----------\n",
            "train Loss: 0.0136 Acc: 0.9965 Precision: 0.9965 Recall: 0.9965 F1-score: 0.9965\n",
            "val Loss: 0.0084 Acc: 0.9908 Precision: 0.9907 Recall: 0.9908 F1-score: 0.9907\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "from sklearn.metrics import confusion_matrix, ConfusionMatrixDisplay, classification_report\n",
        "\n",
        "def evaluate_model_with_detailed_metrics(model, dataloader, criterion, device):\n",
        "    model.eval()\n",
        "    test_loss = 0.0\n",
        "    all_labels = []\n",
        "    all_preds = []\n",
        "\n",
        "    with torch.no_grad():\n",
        "        for inputs, labels in dataloader:\n",
        "            inputs, labels = inputs.to(device), labels.to(device)\n",
        "            outputs = model(inputs)\n",
        "            loss = criterion(outputs, labels)\n",
        "            test_loss += loss.item() * inputs.size(0)\n",
        "\n",
        "            _, predicted = torch.max(outputs, 1)\n",
        "            all_labels.extend(labels.cpu().numpy())\n",
        "            all_preds.extend(predicted.cpu().numpy())\n",
        "\n",
        "    test_loss /= len(dataloader.dataset)\n",
        "    accuracy = accuracy_score(all_labels, all_preds)\n",
        "    precision = precision_score(all_labels, all_preds, average='weighted')\n",
        "    recall = recall_score(all_labels, all_preds, average='weighted')\n",
        "    f1 = f1_score(all_labels, all_preds, average='weighted')\n",
        "\n",
        "    print(f'Test Loss: {test_loss:.4f}')\n",
        "    print(f'Test Accuracy: {accuracy:.4f}')\n",
        "    print(f'Test Precision: {precision:.4f}')\n",
        "    print(f'Test Recall: {recall:.4f}')\n",
        "    print(f'Test F1-score: {f1:.4f}')\n",
        "\n",
        "    # Compute confusion matrix\n",
        "    cm = confusion_matrix(all_labels, all_preds)\n",
        "    print(\"Confusion Matrix:\\n\", cm)\n",
        "\n",
        "    # Plot confusion matrix\n",
        "    disp = ConfusionMatrixDisplay(confusion_matrix=cm)\n",
        "    disp.plot(cmap=plt.cm.Blues)\n",
        "    plt.show()\n",
        "\n",
        "    # Print classification report\n",
        "    class_report = classification_report(all_labels, all_preds)\n",
        "    print(\"Classification Report:\\n\", class_report)\n",
        "\n",
        "    return test_loss, accuracy, precision, recall, f1, cm, class_report\n",
        "\n",
        "test_loss, test_accuracy, test_precision, test_recall, test_f1, cm, class_report = evaluate_model_with_detailed_metrics(model_ft, dataloaders['test'], criterion, device)\n"
      ],
      "metadata": {
        "id": "mJNyXiBXcAe-",
        "outputId": "fbd27ee2-79d2-4abc-a602-fd93055b2525",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 761
        }
      },
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Test Loss: 0.0008\n",
            "Test Accuracy: 1.0000\n",
            "Test Precision: 1.0000\n",
            "Test Recall: 1.0000\n",
            "Test F1-score: 1.0000\n",
            "Confusion Matrix:\n",
            " [[ 51   0]\n",
            " [  0 276]]\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 2 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Classification Report:\n",
            "               precision    recall  f1-score   support\n",
            "\n",
            "           0       1.00      1.00      1.00        51\n",
            "           1       1.00      1.00      1.00       276\n",
            "\n",
            "    accuracy                           1.00       327\n",
            "   macro avg       1.00      1.00      1.00       327\n",
            "weighted avg       1.00      1.00      1.00       327\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import matplotlib.pyplot as plt\n",
        "\n",
        "def plot_training_results(train_acc_history, val_acc_history):\n",
        "    train_acc_history = [x.cpu().numpy() for x in train_acc_history]\n",
        "    val_acc_history = [x.cpu().numpy() for x in val_acc_history]\n",
        "\n",
        "    epochs = range(1, len(train_acc_history) + 1)\n",
        "\n",
        "    plt.figure(figsize=(10, 5))\n",
        "\n",
        "    # Plot training and validation accuracy\n",
        "    plt.plot(epochs, train_acc_history, 'bo-', label='Training accuracy')\n",
        "    plt.plot(epochs, val_acc_history, 'ro-', label='Validation accuracy')\n",
        "    plt.title('Training and Validation Accuracy')\n",
        "    plt.xlabel('Epochs')\n",
        "    plt.ylabel('Accuracy')\n",
        "    plt.legend()\n",
        "    plt.grid()\n",
        "    plt.show()\n",
        "\n",
        "# Assuming train_acc_history and val_acc_history are already defined\n",
        "plot_training_results(train_acc_history, val_acc_history)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 487
        },
        "id": "ozcraIZIJiOZ",
        "outputId": "ce926eb2-6882-4e68-fe2f-323546ee934b"
      },
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x500 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}