├── .gitattributes ├── 0-preprocess-generate_csvs.ipynb ├── 1-preprocess-brain_norm.ipynb ├── 2-preprocess-pickle.ipynb ├── 2a-preprocess-pickle-study_to_data.ipynb ├── 3a-L1-train-and-generate-predictions-fastai_v1.ipynb ├── 3b-L1-train-and-generate-predictions-fastai_v2.ipynb ├── 4-L2-train-and-submit.ipynb ├── LICENSE ├── README.md ├── data ├── predictions │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_test.pth │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_test_fns.csv │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_valid.pth │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_valid_fns.csv │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_test.pth │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_test_fns.csv │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_valid.pth │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_valid_fns.csv │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_test.pth │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_test_fns.csv │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_valid.pth │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_valid_fns.csv │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_test.pth │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_test_fns.csv │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_valid.pth │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_valid_fns.csv │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_test.pth │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_test_fns.csv │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_valid.pth │ ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_valid_fns.csv │ ├── densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_test.pth │ ├── densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_test_fns.csv │ ├── densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_valid.pth │ ├── densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_valid_fns.csv │ ├── densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_test.pth │ ├── densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_test_fns.csv │ ├── densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_valid.pth │ ├── densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_valid_fns.csv │ ├── densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_test.pth │ ├── densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_test_fns.csv │ ├── densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_valid.pth │ ├── densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_valid_fns.csv │ ├── densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_test.pth │ ├── densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_test_fns.csv │ ├── densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_valid.pth │ ├── densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_valid_fns.csv │ ├── densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_test.pth │ ├── densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_test_fns.csv │ ├── densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_valid.pth │ ├── densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_valid_fns.csv │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_test.pth │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_test_fns.csv │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_valid.pth │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_valid_fns.csv │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_test.pth │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_test_fns.csv │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_valid.pth │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_valid_fns.csv │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_test.pth │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_test_fns.csv │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_valid.pth │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_valid_fns.csv │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_test.pth │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_test_fns.csv │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_valid.pth │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_valid_fns.csv │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_test.pth │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_test_fns.csv │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_valid.pth │ ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_valid_fns.csv │ ├── resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_test.pth │ ├── resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_test_fns.csv │ ├── resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_valid.pth │ ├── resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_valid_fns.csv │ ├── resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_test.pth │ ├── resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_test_fns.csv │ ├── resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_valid.pth │ ├── resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_valid_fns.csv │ ├── resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_test.pth │ ├── resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_test_fns.csv │ ├── resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_valid.pth │ ├── resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_valid_fns.csv │ ├── resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_test.pth │ ├── resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_test_fns.csv │ ├── resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_valid.pth │ ├── resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_valid_fns.csv │ ├── resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_test.pth │ ├── resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_test_fns.csv │ ├── resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_valid.pth │ ├── resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_valid_fns.csv │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_test.pth │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_test_fns.csv │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_valid.pth │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_valid_fns.csv │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_test.pth │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_test_fns.csv │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_valid.pth │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_valid_fns.csv │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_test.pth │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_test_fns.csv │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_valid.pth │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_valid_fns.csv │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_test.pth │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_test_fns.csv │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_valid.pth │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_valid_fns.csv │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_test.pth │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_test_fns.csv │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_valid.pth │ ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_valid_fns.csv │ ├── resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_test.pth │ ├── resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_test_fns.csv │ ├── resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_valid.pth │ ├── resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_valid_fns.csv │ ├── resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_test.pth │ ├── resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_test_fns.csv │ ├── resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_valid.pth │ ├── resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_valid_fns.csv │ ├── resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_test.pth │ ├── resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_test_fns.csv │ ├── resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_valid.pth │ ├── resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_valid_fns.csv │ ├── resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_test.pth │ ├── resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_test_fns.csv │ ├── resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_valid.pth │ ├── resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_valid_fns.csv │ ├── resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_test.pth │ ├── resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_test_fns.csv │ ├── resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_valid.pth │ ├── resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_valid_fns.csv │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_test.pth │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_test_fns.csv │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_valid.pth │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_valid_fns.csv │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_test.pth │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_test_fns.csv │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_valid.pth │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_valid_fns.csv │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_test.pth │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_test_fns.csv │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_valid.pth │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_valid_fns.csv │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_test.pth │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_test_fns.csv │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_valid.pth │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_valid_fns.csv │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_test.pth │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_test_fns.csv │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_valid.pth │ ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_valid_fns.csv │ ├── resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_test.pth │ ├── resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_test_fns.csv │ ├── resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_valid.pth │ ├── resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_valid_fns.csv │ ├── resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_test.pth │ ├── resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_test_fns.csv │ ├── resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_valid.pth │ ├── resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_valid_fns.csv │ ├── resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_test.pth │ ├── resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_test_fns.csv │ ├── resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_valid.pth │ ├── resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_valid_fns.csv │ ├── resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_test.pth │ ├── resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_test_fns.csv │ ├── resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_valid.pth │ ├── resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_valid_fns.csv │ ├── resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_test.pth │ ├── resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_test_fns.csv │ ├── resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_valid.pth │ ├── resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_valid_fns.csv │ ├── resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_test.pth │ ├── resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_test_fns.csv │ ├── resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_valid.pth │ ├── resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_valid_fns.csv │ ├── resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_test.pth │ ├── resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_test_fns.csv │ ├── resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_valid.pth │ ├── resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_valid_fns.csv │ ├── resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_test.pth │ ├── resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_test_fns.csv │ ├── resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_valid.pth │ ├── resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_valid_fns.csv │ ├── resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_test.pth │ ├── resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_test_fns.csv │ ├── resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_valid.pth │ ├── resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_valid_fns.csv │ ├── resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_test.pth │ ├── resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_test_fns.csv │ ├── resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_valid.pth │ ├── resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_valid_fns.csv │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_test.pth │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_test_fns.csv │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_valid.pth │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_valid_fns.csv │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_test.pth │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_test_fns.csv │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_valid.pth │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_valid_fns.csv │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_test.pth │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_test_fns.csv │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_valid.pth │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_valid_fns.csv │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_test.pth │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_test_fns.csv │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_valid.pth │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_valid_fns.csv │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_test.pth │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_test_fns.csv │ ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_valid.pth │ └── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_valid_fns.csv ├── stage_2_fn_to_study_ix.pickle ├── stage_2_study_ix_to_fn.pickle ├── stage_2_study_to_data.pickle ├── stage_2_test_dicom.csv ├── stage_2_test_dicom_norm.csv ├── stage_2_test_fn_to_study_ix.pickle ├── stage_2_test_study_ix_to_fn.pickle ├── stage_2_train_diags.csv ├── stage_2_train_dicom.csv ├── stage_2_train_dicom_diags.csv ├── stage_2_train_dicom_diags_norm.csv ├── stage_2_train_fn_to_labels.pickle ├── stage_2_train_fn_to_study_ix.pickle ├── stage_2_train_labels_as_strings.csv └── stage_2_train_study_ix_to_fn.pickle ├── env └── tfgpu.yml └── models ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5.pth ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5.pth ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5.pth ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5.pth ├── densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5.pth ├── densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5.pth ├── densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5.pth ├── densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5.pth ├── densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5.pth ├── densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5.pth ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5.pth ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5.pth ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5.pth ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5.pth ├── resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5.pth ├── resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5.pth ├── resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5.pth ├── resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5.pth ├── resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5.pth ├── resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5.pth ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5.pth ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5.pth ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5.pth ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5.pth ├── resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5.pth ├── resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5.pth ├── resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5.pth ├── resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5.pth ├── resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5.pth ├── resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5.pth ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5.pth ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5.pth ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5.pth ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5.pth ├── resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5.pth ├── resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5.pth ├── resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5.pth ├── resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5.pth ├── resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5.pth ├── resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5.pth ├── resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5.pth ├── resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5.pth ├── resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5.pth ├── resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5.pth ├── resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5.pth ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5.pth ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5.pth ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5.pth ├── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5.pth └── resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5.pth /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/.gitattributes -------------------------------------------------------------------------------- /0-preprocess-generate_csvs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/0-preprocess-generate_csvs.ipynb -------------------------------------------------------------------------------- /1-preprocess-brain_norm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/1-preprocess-brain_norm.ipynb -------------------------------------------------------------------------------- /2-preprocess-pickle.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/2-preprocess-pickle.ipynb -------------------------------------------------------------------------------- /2a-preprocess-pickle-study_to_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/2a-preprocess-pickle-study_to_data.ipynb -------------------------------------------------------------------------------- /3a-L1-train-and-generate-predictions-fastai_v1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/3a-L1-train-and-generate-predictions-fastai_v1.ipynb -------------------------------------------------------------------------------- /3b-L1-train-and-generate-predictions-fastai_v2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/3b-L1-train-and-generate-predictions-fastai_v2.ipynb -------------------------------------------------------------------------------- /4-L2-train-and-submit.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/4-L2-train-and-submit.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/README.md -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_test.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_test.pth -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_test_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_test_fns.csv -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_valid.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_valid.pth -------------------------------------------------------------------------------- /data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_valid_fns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/predictions/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5_valid_fns.csv -------------------------------------------------------------------------------- /data/stage_2_fn_to_study_ix.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_fn_to_study_ix.pickle -------------------------------------------------------------------------------- /data/stage_2_study_ix_to_fn.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_study_ix_to_fn.pickle -------------------------------------------------------------------------------- /data/stage_2_study_to_data.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_study_to_data.pickle -------------------------------------------------------------------------------- /data/stage_2_test_dicom.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_test_dicom.csv -------------------------------------------------------------------------------- /data/stage_2_test_dicom_norm.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_test_dicom_norm.csv -------------------------------------------------------------------------------- /data/stage_2_test_fn_to_study_ix.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_test_fn_to_study_ix.pickle -------------------------------------------------------------------------------- /data/stage_2_test_study_ix_to_fn.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_test_study_ix_to_fn.pickle -------------------------------------------------------------------------------- /data/stage_2_train_diags.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_train_diags.csv -------------------------------------------------------------------------------- /data/stage_2_train_dicom.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_train_dicom.csv -------------------------------------------------------------------------------- /data/stage_2_train_dicom_diags.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_train_dicom_diags.csv -------------------------------------------------------------------------------- /data/stage_2_train_dicom_diags_norm.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_train_dicom_diags_norm.csv -------------------------------------------------------------------------------- /data/stage_2_train_fn_to_labels.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_train_fn_to_labels.pickle -------------------------------------------------------------------------------- /data/stage_2_train_fn_to_study_ix.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_train_fn_to_study_ix.pickle -------------------------------------------------------------------------------- /data/stage_2_train_labels_as_strings.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_train_labels_as_strings.csv -------------------------------------------------------------------------------- /data/stage_2_train_study_ix_to_fn.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/data/stage_2_train_study_ix_to_fn.pickle -------------------------------------------------------------------------------- /env/tfgpu.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/env/tfgpu.yml -------------------------------------------------------------------------------- /models/densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/densenet121-53_train_cpu_window_uint8_sz512_cv0.0386_subdural_loss_fold5_of_5.pth -------------------------------------------------------------------------------- /models/densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/densenet121-53_train_cpu_window_uint8_sz512_cv0.0399_subdural_loss_fold4_of_5.pth -------------------------------------------------------------------------------- /models/densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/densenet121-53_train_cpu_window_uint8_sz512_cv0.0403_subdural_loss_fold3_of_5.pth -------------------------------------------------------------------------------- /models/densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/densenet121-53_train_cpu_window_uint8_sz512_cv0.0406_subdural_loss_fold2_of_5.pth -------------------------------------------------------------------------------- /models/densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/densenet121-53_train_cpu_window_uint8_sz512_cv0.0413_subdural_loss_fold1_of_5.pth -------------------------------------------------------------------------------- /models/densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/densenet121_sz512_cv0.0738_weighted_loss_fold4_of_5.pth -------------------------------------------------------------------------------- /models/densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/densenet121_sz512_cv0.0739_weighted_loss_fold5_of_5.pth -------------------------------------------------------------------------------- /models/densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/densenet121_sz512_cv0.0743_weighted_loss_fold2_of_5.pth -------------------------------------------------------------------------------- /models/densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/densenet121_sz512_cv0.0748_weighted_loss_fold3_of_5.pth -------------------------------------------------------------------------------- /models/densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/densenet121_sz512_cv0.0749_weighted_loss_fold1_of_5.pth -------------------------------------------------------------------------------- /models/resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet101-53_train_cpu_window_uint8_sz512_cv0.0365_subdural_loss_fold5_of_5.pth -------------------------------------------------------------------------------- /models/resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet101-53_train_cpu_window_uint8_sz512_cv0.0366_subdural_loss_fold4_of_5.pth -------------------------------------------------------------------------------- /models/resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet101-53_train_cpu_window_uint8_sz512_cv0.0369_subdural_loss_fold2_of_5.pth -------------------------------------------------------------------------------- /models/resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet101-53_train_cpu_window_uint8_sz512_cv0.0371_subdural_loss_fold3_of_5.pth -------------------------------------------------------------------------------- /models/resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet101-53_train_cpu_window_uint8_sz512_cv0.0375_subdural_loss_fold1_of_5.pth -------------------------------------------------------------------------------- /models/resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet101_sz512_cv0.0749_weighted_loss_fold5_of_5.pth -------------------------------------------------------------------------------- /models/resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet101_sz512_cv0.0751_weighted_loss_fold4_of_5.pth -------------------------------------------------------------------------------- /models/resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet101_sz512_cv0.0754_weighted_loss_fold2_of_5.pth -------------------------------------------------------------------------------- /models/resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet101_sz512_cv0.0758_weighted_loss_fold1_of_5.pth -------------------------------------------------------------------------------- /models/resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet101_sz512_cv0.0761_weighted_loss_fold3_of_5.pth -------------------------------------------------------------------------------- /models/resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet18-53_train_cpu_window_uint8_sz512_cv0.0522_subdural_loss_fold5_of_5.pth -------------------------------------------------------------------------------- /models/resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet18-53_train_cpu_window_uint8_sz512_cv0.0528_subdural_loss_fold3_of_5.pth -------------------------------------------------------------------------------- /models/resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet18-53_train_cpu_window_uint8_sz512_cv0.0530_subdural_loss_fold4_of_5.pth -------------------------------------------------------------------------------- /models/resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet18-53_train_cpu_window_uint8_sz512_cv0.0550_subdural_loss_fold2_of_5.pth -------------------------------------------------------------------------------- /models/resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet18-53_train_cpu_window_uint8_sz512_cv0.0556_subdural_loss_fold1_of_5.pth -------------------------------------------------------------------------------- /models/resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet18_sz512_cv0.0762_weighted_loss_fold4_of_5.pth -------------------------------------------------------------------------------- /models/resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet18_sz512_cv0.0768_weighted_loss_fold5_of_5.pth -------------------------------------------------------------------------------- /models/resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet18_sz512_cv0.0773_weighted_loss_fold2_of_5.pth -------------------------------------------------------------------------------- /models/resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet18_sz512_cv0.0786_weighted_loss_fold1_of_5.pth -------------------------------------------------------------------------------- /models/resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet18_sz512_cv0.0786_weighted_loss_fold3_of_5.pth -------------------------------------------------------------------------------- /models/resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet34-53_train_cpu_window_uint8_sz512_cv0.0453_subdural_loss_fold5_of_5.pth -------------------------------------------------------------------------------- /models/resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet34-53_train_cpu_window_uint8_sz512_cv0.0466_subdural_loss_fold4_of_5.pth -------------------------------------------------------------------------------- /models/resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet34-53_train_cpu_window_uint8_sz512_cv0.0474_subdural_loss_fold3_of_5.pth -------------------------------------------------------------------------------- /models/resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet34-53_train_cpu_window_uint8_sz512_cv0.0484_subdural_loss_fold2_of_5.pth -------------------------------------------------------------------------------- /models/resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet34-53_train_cpu_window_uint8_sz512_cv0.0496_subdural_loss_fold1_of_5.pth -------------------------------------------------------------------------------- /models/resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet34_sz512_cv0.0750_weighted_loss_fold4_of_5.pth -------------------------------------------------------------------------------- /models/resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet34_sz512_cv0.0759_weighted_loss_fold5_of_5.pth -------------------------------------------------------------------------------- /models/resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet34_sz512_cv0.0763_weighted_loss_fold2_of_5.pth -------------------------------------------------------------------------------- /models/resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet34_sz512_cv0.0765_weighted_loss_fold1_of_5.pth -------------------------------------------------------------------------------- /models/resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet34_sz512_cv0.0782_weighted_loss_fold3_of_5.pth -------------------------------------------------------------------------------- /models/resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet50_sz512_cv0.0751_weighted_loss_fold4_of_5.pth -------------------------------------------------------------------------------- /models/resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet50_sz512_cv0.0751_weighted_loss_fold5_of_5.pth -------------------------------------------------------------------------------- /models/resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet50_sz512_cv0.0754_weighted_loss_fold2_of_5.pth -------------------------------------------------------------------------------- /models/resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet50_sz512_cv0.0761_weighted_loss_fold1_of_5.pth -------------------------------------------------------------------------------- /models/resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnet50_sz512_cv0.0764_weighted_loss_fold3_of_5.pth -------------------------------------------------------------------------------- /models/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0372_subdural_loss_fold5_of_5.pth -------------------------------------------------------------------------------- /models/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0376_subdural_loss_fold4_of_5.pth -------------------------------------------------------------------------------- /models/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0378_subdural_loss_fold2_of_5.pth -------------------------------------------------------------------------------- /models/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0381_subdural_loss_fold3_of_5.pth -------------------------------------------------------------------------------- /models/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/antorsae/rsna-intracranial-hemorrhage-detection-team-bighead/HEAD/models/resnext50_32x4d-53_train_cpu_window_uint8_sz512_cv0.0387_subdural_loss_fold1_of_5.pth --------------------------------------------------------------------------------