| { | |
| "schema": "https://github.com/Project-MONAI/MONAI-extra-test-data/releases/download/0.8.1/meta_schema_20220324.json", | |
| "version": "0.3.5", | |
| "changelog": { | |
| "0.3.5": "enhance metadata with improved descriptions", | |
| "0.3.4": "update to huggingface hosting", | |
| "0.3.3": "update AddChanneld with EnsureChannelFirstd", | |
| "0.3.2": "add name tag", | |
| "0.3.1": "modify dataset key name", | |
| "0.3.0": "update license files", | |
| "0.2.0": "unify naming", | |
| "0.1.0": "Initial version" | |
| }, | |
| "monai_version": "1.3.0", | |
| "pytorch_version": "1.13.0", | |
| "numpy_version": "1.21.2", | |
| "optional_packages_version": { | |
| "nibabel": "3.2.1", | |
| "pytorch-ignite": "0.4.8" | |
| }, | |
| "name": "Ventricular Short Axis 3-Label Segmentation", | |
| "task": "Cardiac MRI Segmentation of Left and Right Ventricles", | |
| "description": "A cardiac MRI segmentation model that delineates three key structures in 2D short-axis images: left ventricle blood pool, myocardium, and right ventricle blood pool. The model processes 256x256 pixel images and provides segmentation masks for functional assessment of cardiac structures throughout the cardiac cycle.", | |
| "authors": "Eric Kerfoot", | |
| "copyright": "Copyright (c) Eric Kerfoot, KCL", | |
| "license": "See license.txt", | |
| "intended_use": "This is suitable for research purposes only", | |
| "network_data_format": { | |
| "inputs": { | |
| "image": { | |
| "type": "image", | |
| "format": "magnitude", | |
| "modality": "MR", | |
| "num_channels": 1, | |
| "spatial_shape": [ | |
| 256, | |
| 256 | |
| ], | |
| "dtype": "float32", | |
| "value_range": [], | |
| "is_patch_data": false, | |
| "channel_def": { | |
| "0": "image" | |
| } | |
| } | |
| }, | |
| "outputs": { | |
| "pred": { | |
| "type": "image", | |
| "format": "segmentation", | |
| "num_channels": 4, | |
| "spatial_shape": [ | |
| 256, | |
| 256 | |
| ], | |
| "dtype": "float32", | |
| "value_range": [ | |
| 0, | |
| 3 | |
| ], | |
| "is_patch_data": false, | |
| "channel_def": { | |
| "0": "background", | |
| "1": "lv_pool", | |
| "2": "myocardium", | |
| "3": "rv_pool" | |
| } | |
| } | |
| } | |
| } | |
| } | |