{
    "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
        }
    }
}