├── README.md ├── figs ├── 061322_log_mimic-lt_train.png └── 061322_log_nih-lt_train.png ├── labels ├── mimic-cxr-lt_single-label_balanced-test.csv ├── mimic-cxr-lt_single-label_balanced-val.csv ├── mimic-cxr-lt_single-label_test.csv └── mimic-cxr-lt_single-label_train.csv ├── lt_cxr.yml ├── run_mimic-cxr-lt_experiments.sh ├── run_nih-cxr-lt_experiments.sh └── src ├── datasets.py ├── losses.py ├── main.py └── utils.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/README.md -------------------------------------------------------------------------------- /figs/061322_log_mimic-lt_train.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/figs/061322_log_mimic-lt_train.png -------------------------------------------------------------------------------- /figs/061322_log_nih-lt_train.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/figs/061322_log_nih-lt_train.png -------------------------------------------------------------------------------- /labels/mimic-cxr-lt_single-label_balanced-test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/labels/mimic-cxr-lt_single-label_balanced-test.csv -------------------------------------------------------------------------------- /labels/mimic-cxr-lt_single-label_balanced-val.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/labels/mimic-cxr-lt_single-label_balanced-val.csv -------------------------------------------------------------------------------- /labels/mimic-cxr-lt_single-label_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/labels/mimic-cxr-lt_single-label_test.csv -------------------------------------------------------------------------------- /labels/mimic-cxr-lt_single-label_train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/labels/mimic-cxr-lt_single-label_train.csv -------------------------------------------------------------------------------- /lt_cxr.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/lt_cxr.yml -------------------------------------------------------------------------------- /run_mimic-cxr-lt_experiments.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/run_mimic-cxr-lt_experiments.sh -------------------------------------------------------------------------------- /run_nih-cxr-lt_experiments.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/run_nih-cxr-lt_experiments.sh -------------------------------------------------------------------------------- /src/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/src/datasets.py -------------------------------------------------------------------------------- /src/losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/src/losses.py -------------------------------------------------------------------------------- /src/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/src/main.py -------------------------------------------------------------------------------- /src/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VITA-Group/LongTailCXR/HEAD/src/utils.py --------------------------------------------------------------------------------