├── 3dVNet.png ├── BRATS_banner_noCaption.png ├── BraTs18Challege ├── Vnet │ ├── __init__.py │ ├── layer.py │ ├── loss_metric.py │ ├── model_vnet3d.py │ ├── model_vnet3d_multilabel.py │ └── util.py ├── dataprocess │ ├── __init__.py │ ├── data │ │ ├── README │ │ ├── subset.py │ │ ├── test.csv │ │ ├── train.csv │ │ └── trainSegmentation.csv │ ├── data3dprepare.py │ ├── dataAnaly.py │ └── utils.py ├── inference_Brats.py ├── predict_Brats.py └── train_Brats.py ├── README.md ├── accuracy.PNG ├── loss.PNG └── result.PNG /3dVNet.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/3dVNet.png -------------------------------------------------------------------------------- /BRATS_banner_noCaption.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BRATS_banner_noCaption.png -------------------------------------------------------------------------------- /BraTs18Challege/Vnet/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/Vnet/__init__.py -------------------------------------------------------------------------------- /BraTs18Challege/Vnet/layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/Vnet/layer.py -------------------------------------------------------------------------------- /BraTs18Challege/Vnet/loss_metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/Vnet/loss_metric.py -------------------------------------------------------------------------------- /BraTs18Challege/Vnet/model_vnet3d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/Vnet/model_vnet3d.py -------------------------------------------------------------------------------- /BraTs18Challege/Vnet/model_vnet3d_multilabel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/Vnet/model_vnet3d_multilabel.py -------------------------------------------------------------------------------- /BraTs18Challege/Vnet/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/Vnet/util.py -------------------------------------------------------------------------------- /BraTs18Challege/dataprocess/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/dataprocess/__init__.py -------------------------------------------------------------------------------- /BraTs18Challege/dataprocess/data/README: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/dataprocess/data/README -------------------------------------------------------------------------------- /BraTs18Challege/dataprocess/data/subset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/dataprocess/data/subset.py -------------------------------------------------------------------------------- /BraTs18Challege/dataprocess/data/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/dataprocess/data/test.csv -------------------------------------------------------------------------------- /BraTs18Challege/dataprocess/data/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/dataprocess/data/train.csv -------------------------------------------------------------------------------- /BraTs18Challege/dataprocess/data/trainSegmentation.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/dataprocess/data/trainSegmentation.csv -------------------------------------------------------------------------------- /BraTs18Challege/dataprocess/data3dprepare.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/dataprocess/data3dprepare.py -------------------------------------------------------------------------------- /BraTs18Challege/dataprocess/dataAnaly.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/dataprocess/dataAnaly.py -------------------------------------------------------------------------------- /BraTs18Challege/dataprocess/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/dataprocess/utils.py -------------------------------------------------------------------------------- /BraTs18Challege/inference_Brats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/inference_Brats.py -------------------------------------------------------------------------------- /BraTs18Challege/predict_Brats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/predict_Brats.py -------------------------------------------------------------------------------- /BraTs18Challege/train_Brats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/BraTs18Challege/train_Brats.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/README.md -------------------------------------------------------------------------------- /accuracy.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/accuracy.PNG -------------------------------------------------------------------------------- /loss.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/loss.PNG -------------------------------------------------------------------------------- /result.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/BraTS18-Challege/HEAD/result.PNG --------------------------------------------------------------------------------