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Liver segmengtation using deep learning

we use 3DResUnet to segment liver in CT images and use DenseCRF as post processing. Souce code link: https://github.com/assassint2017/MICCAI-LITS2017

Dataset

Liver tumor Segmentation Challenge (LiTS) contain 131 contrast-enhanced CT images provided by hospital around the world.

Usage

parameter in parameter.py, so first set dataset path then run ./data_pareper/get_training_set.py to get the training set then you can run ./train_ds.py to train the the network from scratch. after the model is well trained, run val.py to test the model on test set.

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