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2d-detection

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anindox8 / 2D-RetinaNet-for-Prostate-Localization-in-mpMRI

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Fully supervised, healthy/malignant prostate detection in multi-parametric MRI (T2W, DWI, ADC), using a modified 2D RetinaNet model for medical object detection, built upon a shallow SEResNet backbone.

deep-learning supervised-learning adc convolutional-neural-networks dwi prostate retinanet prostate-cancer tensorflow-estimator seresnet 2d-detection mri-data tensorflow-keras t2w
  • Updated Sep 30, 2020
  • Python

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