| { |
| "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" |
| } |
|
|
