├── ClassificationModel ├── README ├── net_classify.py ├── params.yaml ├── radiomics_featureextraction.py ├── test_clf_model.py └── train_clf_model.py ├── DataGenerator ├── GGO_ROIgenerator.py ├── README ├── annotstructs.py ├── lidcxmlparser.py └── test_data_generator.py ├── README.md └── SegModel ├── README ├── net_seg.py └── train_seg_model.py /ClassificationModel/README: -------------------------------------------------------------------------------- 1 | # The code for building classification model 2 | -------------------------------------------------------------------------------- /ClassificationModel/net_classify.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/ClassificationModel/net_classify.py -------------------------------------------------------------------------------- /ClassificationModel/params.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/ClassificationModel/params.yaml -------------------------------------------------------------------------------- /ClassificationModel/radiomics_featureextraction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/ClassificationModel/radiomics_featureextraction.py -------------------------------------------------------------------------------- /ClassificationModel/test_clf_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/ClassificationModel/test_clf_model.py -------------------------------------------------------------------------------- /ClassificationModel/train_clf_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/ClassificationModel/train_clf_model.py -------------------------------------------------------------------------------- /DataGenerator/GGO_ROIgenerator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/DataGenerator/GGO_ROIgenerator.py -------------------------------------------------------------------------------- /DataGenerator/README: -------------------------------------------------------------------------------- 1 | # The Preprocessing code 2 | -------------------------------------------------------------------------------- /DataGenerator/annotstructs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/DataGenerator/annotstructs.py -------------------------------------------------------------------------------- /DataGenerator/lidcxmlparser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/DataGenerator/lidcxmlparser.py -------------------------------------------------------------------------------- /DataGenerator/test_data_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/DataGenerator/test_data_generator.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/README.md -------------------------------------------------------------------------------- /SegModel/README: -------------------------------------------------------------------------------- 1 | # The code for building segmentation model 2 | -------------------------------------------------------------------------------- /SegModel/net_seg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/SegModel/net_seg.py -------------------------------------------------------------------------------- /SegModel/train_seg_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CancerImageAI/DL_Radiomics_Fusion/HEAD/SegModel/train_seg_model.py --------------------------------------------------------------------------------