| { |
| "display_name": "Segmentation: IMPACTSeg Body", |
| "short_description": "<b>Description:</b><br><b>IMPACTSeg</b> is a multimodal anatomical segmentation model for <b>CBCT, MR, and CT</b> scans. It predicts <b>11 labels</b> spanning soft tissues, cavities, bones, and central structures, and was trained on <b>232 CBCT + 282 MR + 955 CT</b> cases.", |
| "description": "<b>Description:</b><br><b>IMPACTSeg</b> is a multimodal anatomical segmentation model packaged for inference with <b>KonfAI</b>. It is designed for <b>CBCT, MR, and CT</b> scans and produces a consistent set of <b>11 labels</b> across modalities.<br><br><b>Training cohort:</b><br><b>232 CBCT + 282 MR + 955 CT</b> cases.<br><br><b>Use case:</b><br>Automated multimodal segmentation for downstream analysis, quantitative workflows, and clinical research pipelines.", |
| "tta": 0, |
| "mc_dropout": 0, |
| "models": [ |
| "Body.pt" |
| ], |
| "inputs": { |
| "Volume": { |
| "display_name": "Input Volume", |
| "volume_type": "VOLUME", |
| "required": true |
| } |
| }, |
| "outputs": { |
| "Segmentation": { |
| "display_name": "Segmentation", |
| "volume_type": "SEGMENTATION", |
| "required": true |
| } |
| }, |
| "inputs_evaluations": { |
| "Image": { |
| "Evaluation.yml": { |
| "Segmentation": { |
| "display_name": "Output Segmentation", |
| "volume_type": "VOLUME", |
| "required": true |
| }, |
| "GT_Segmentation": { |
| "display_name": "GT Segmentation", |
| "volume_type": "VOLUME", |
| "required": true |
| } |
| } |
| } |
| }, |
| "terminology": { |
| "1": { |
| "name": "subcutaneous_tissue", |
| "color": "#F4A261" |
| }, |
| "2": { |
| "name": "muscle", |
| "color": "#E76F51" |
| }, |
| "3": { |
| "name": "abdominal_cavity", |
| "color": "#2A9D8F" |
| }, |
| "4": { |
| "name": "thoracic_cavity", |
| "color": "#264653" |
| }, |
| "5": { |
| "name": "bones", |
| "color": "#E9C46A" |
| }, |
| "6": { |
| "name": "gland_structure", |
| "color": "#8AB17D" |
| }, |
| "7": { |
| "name": "pericardium", |
| "color": "#C8553D" |
| }, |
| "8": { |
| "name": "prosthetic_breast_implant", |
| "color": "#B56576" |
| }, |
| "9": { |
| "name": "mediastinum", |
| "color": "#577590" |
| }, |
| "10": { |
| "name": "spinal_cord", |
| "color": "#6D597A" |
| }, |
| "11": { |
| "name": "brain", |
| "color": "#43AA8B" |
| } |
| }, |
| "vram_plan": { |
| "8": { |
| "patch_size": [ |
| 1, |
| 192, |
| 192 |
| ], |
| "batch_size": 160 |
| }, |
| "16": { |
| "patch_size": [ |
| 1, |
| 192, |
| 192 |
| ], |
| "batch_size": 320 |
| }, |
| "24": { |
| "patch_size": [ |
| 1, |
| 192, |
| 192 |
| ], |
| "batch_size": 512 |
| } |
| } |
| } |
|
|
