├── Downstream ├── dataset │ ├── __init__.py │ ├── mix_transform.py │ ├── multimodal_dataset.py │ └── transforms.py ├── do_test.sh ├── do_train.sh ├── inference_util.py ├── loss │ ├── __init__.py │ └── dice.py ├── model │ ├── Uni_unet.py │ └── uniformer.py ├── test.py ├── train_script.py ├── train_utils.py └── trainer.py ├── README.md ├── assets ├── dataset.png └── overview.png ├── do_pretrain.sh ├── jsons ├── dataset_BraTS2021.json ├── dataset_BraTS2023_MEN.json ├── dataset_BraTS2023_SSA.json ├── dataset_BrainAtlas_registration_sir24.json ├── dataset_UCSF_upright_sir24.json ├── ds_ISLES2022.json └── dst_dict.json ├── losses └── loss.py ├── main.py ├── models ├── Unet.py ├── Uniformer.py ├── __init__.py └── uniformer_blocks.py ├── requirements.txt └── utils ├── __init__.py ├── custom_trans.py ├── data_utils.py ├── masked_input_dataset.py └── ops.py /Downstream/dataset/__init__.py: -------------------------------------------------------------------------------- 1 | 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