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3d-Unet3plus_glioma_segmentation

glioma segmentation of multi-model MRI scans 3D Unet+++ biomedical segmentation model for glioma segmentation. The data io and basic operations are based on codes https://github.com/tkuanlun350/3DUnet-Tensorflow-Brats18. We modified the network model from 3d u-net to 3d u-net+++ by adding interconnections between encode and decoder as well as intraconnections between decoders.

Using train.py to train the network and demo_eval.py to test the network. Set the dataset path in config.py.

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glioma segmentation of multi-model MRI scans

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  • Python 100.0%