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MedLesSynth-LD : Lesion Synthesis using Physics-Based Noise Models for Robust Lesion Segmentation in Low-Data Medical Imaging Regimes

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MedLesSynth-LD : Lesion Synthesis using Physics-Based Noise Models for Robust Lesion Segmentation in Low-Data Medical Imaging Regimes


For creating new simulations python create_dataset_with_parser_args.py -data "include the setting which you wish to include (bratsonbrats)"


For training
python train_with_parser_args.py -mode "setting" -data " data (brats/wmh/lits/busi)" -simulation_path " path for simulations"


For testing
python test_with_parser_args.py -mode "setting" -data " data (brats/wmh/lits/busi) " -pretrained " epoch number of best loss"


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MedLesSynth-LD : Lesion Synthesis using Physics-Based Noise Models for Robust Lesion Segmentation in Low-Data Medical Imaging Regimes

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