{ "model_name": "LiverSegMRI", "description": "Sequence-agnostic whole-liver segmentation on abdominal MRI", "framework": "nnunetv2", "architecture": "nnU-Net v2", "configuration": "3d_fullres", "trainer": "nnUNetTrainerNoMirroring", "plans": "nnUNetPlans", "dataset_name": "Dataset001_LiverSegmentation", "folds": [0, 1, 2, 3, 4], "ensemble": true, "checkpoint": "checkpoint_final.pth", "target_spacing_mm": [1.0, 1.0, 1.0], "patch_size": [96, 160, 160], "normalization": "ZScoreNormalization", "input_channels": { "0": "single abdominal MRI sequence" }, "labels": { "background": 0, "liver": 1 }, "postprocessing": "largest connected component", "test_time_mirroring": false, "license": "cc-by-nc-4.0" }