LITS2017_UNet2d

A demo to learn to use UNet-2D to solve the liver segmentation task.

Dataset

LITS2017 dataset download from

https://academictorrents.com/details/27772adef6f563a1ecc0ae19a528b956e6c803ce

The training data set contains 130 CT scans and the test data set 70 CT scans.

Method

UNet 2d deep learning model from

https://doi.org/10.1007/978-3-319-24574-4_28

Result

liver 0.93241 tumor 0.34810