
Segments
TotalSegmentator
Tool for segmentation of 104 classes in CT images. It was trained on a wide range of different CT images (different scanners, institutions, protocols,...) and therefore should work well on most images.
GitHub
16
132
Platipy
This project consists of an algorithm to automatically segment the heart plus 17 cardiac sub-structures in typical Radiotherapy CT scans. The hybrid algorithm first segments the whole heart using a deep learning model (nnUNet) followed by a multi-atlas based mapping of the cardiac sub-structures and finally geometric modelling of smaller cardiac structures. The following cardiac structures are generated by the auto-segmentation algorithm.
GitHub
7
84
{
    "models": {
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            "name": "totalsegmentator",
            "label": "TotalSegmentator",
            "version": "1.0",
            "description": "TotalSegmentator is an AI-based tool for robust segmentation of 104 important anatomical structures in CT images.",
            "licence": "Apache 2.0",
            "repository": "https://github.com/wasserth/TotalSegmentator",
            "references": ["Wasserthal J., Meyer M., Breit H., Cyriac J., Yang S., Segeroth M. TotalSegmentator: robust segmentation of 104 anatomical structures in CT images, 2022. URL: https://arxiv.org/abs/2208.05868. arXiv: 2208.05868"],
            "contributors": ["Leonard Nürnberg"], 
            "images": [
                "res/images/totalsegmentator/img1.png",
                "res/images/totalsegmentator/img2.png",
                "res/images/totalsegmentator/img3.png",
                "res/images/totalsegmentator/img4.png",
                "res/images/totalsegmentator/img5.png"
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                        "BodyPartExamined": "WHOLEBODY, CHEST, BREAST, ABDOMEN, PELVIS, HEAD, NECK"
                    }
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            ],
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                "AORTA",
                "BRAIN",
                "COLON",
                "DUODENUM",
                "ESOPHAGUS",
                "FACE",
                "GALLBLADDER",
                "INFERIOR_VENA_CAVA",
                "LEFT_ADRENAL_GLAND",
                "LEFT_ATRIUM",
                "LEFT_AUTOCHTHONOUS_BACK_MUSCLE",
                "LEFT_CLAVICLE",
                "LEFT_FEMUR",
                "LEFT_GLUTEUS_MAXIMUS",
                "LEFT_GLUTEUS_MEDIUS",
                "LEFT_GLUTEUS_MINIMUS",
                "LEFT_HIP",
                "LEFT_HUMERUS",
                "LEFT_ILIAC_ARTERY",
                "LEFT_ILIAC_VEIN",
                "LEFT_ILIOPSOAS",
                "LEFT_KIDNEY",
                "LEFT_LOWER_LUNG_LOBE",
                "LEFT_RIB",
                "LEFT_SCAPULA",
                "LEFT_UPPER_LUNG_LOBE",
                "LEFT_VENTRICLE",
                "LIVER",
                "MYOCARDIUM",
                "PANCREAS",
                "PORTAL_AND_SPLENIC_VEIN",
                "PULMONARY_ARTERY",
                "RIGHT_ADRENAL_GLAND",
                "RIGHT_ATRIUM",
                "RIGHT_AUTOCHTHONOUS_BACK_MUSCLE",
                "RIGHT_CLAVICLE",
                "RIGHT_FEMUR",
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                "RIGHT_GLUTEUS_MEDIUS",
                "RIGHT_GLUTEUS_MINIMUS",
                "RIGHT_HIP",
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                "RIGHT_ILIAC_ARTERY",
                "RIGHT_ILIAC_VEIN",
                "RIGHT_ILIOPSOAS",
                "RIGHT_KIDNEY",
                "RIGHT_LOWER_LUNG_LOBE",
                "RIGHT_MIDDLE_LUNG_LOBE",
                "RIGHT_RIB",
                "RIGHT_SCAPULA",
                "RIGHT_UPPER_LUNG_LOBE",
                "RIGHT_VENTRICLE",
                "SACRUM",
                "SMALL_INTESTINE",
                "SPLEEN",
                "STOMACH",
                "TRACHEA",
                "URINARY_BLADDER",
                "VERTEBRAE"
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            "label": "Platipy",
            "version": "1.0",
            "description": "PlatiPy is a library of tools for image processing and analysis designed specifically for medical imaging. This specific model focuses on the hybrid segmentation of cardiac substructures.",
            "licence": "Apache 2.0",
            "repository": "https://github.com/pyplati/platipy",
            "references": ["Finnegan, RN, Chin, V, Chlap, P, et al. Open-source, fully-automated hybrid cardiac substructure segmentation: development and optimisation. Phys Eng Sci Med. 2023"],
            "contributors": ["Leonard Nürnberg"], 
            "images": [
                "res/images/platipy/img1.png",
                "res/images/platipy/img2.png",
                "res/images/platipy/img3.png",
                "res/images/platipy/img4.png",
                "res/images/platipy/img5.png"
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                "LEFT_ATRIUM",
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                "RIGHT_ATRIUM",
                "RIGHT_VENTRICLE",
                "CORONARY_ARTERY_LAD",
                "CORONARY_ARTERY_CFLX",
                "CORONARY_ARTERY_RIGHT"
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            "name": "casust",
            "label": "CaSuSt",
            "version": "1.0",
            "description": "CaSuSt is a pipeline for the segmentation of the heart and cardiac substructures from non-contrast CT scans.",
            "licence": "MPL-2.0",
            "repository": "https://github.com/LennyN95/CaSuSt",
            "references": ["Nürnberg, L, Bontempi, D, De Ruysscher, D, et al. Deep learning segmentation of heart substructures in radiotherapy treatment planning. Physica Medica: European journal of medical physics, 2022"],
            "contributors": ["Leonard Nürnberg"], 
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                "res/images/casust/img1.png",
                "res/images/casust/img2.png",
                "res/images/casust/img3.png",
                "res/images/casust/img4.png",
                "res/images/casust/img5.png"
            ],
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                "LEFT_ATRIUM",
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                "CORONARY_ARTERY_CFLX",
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        },

        "lungmask": {
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            "name": "lungmask",
            "label": "LungMask",
            "version": "1.0",
            "description": "LungMask is an AI-based pipeline for the automated lung segmentation in CT (with and without presence of severe pathologies).",
            "licence": "Apache 2.0",
            "repository": "https://github.com/JoHof/lungmask",
            "references": ["Hofmanninger, J, Prayer, F, Pan, J, et Al. Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem. European Radiology Experimental, 2020"],
            "contributors": ["Dennis Bontempi"], 
            "images": [
                "res/images/lungmask/img1.png",
                "res/images/lungmask/img2.png",
                "res/images/lungmask/img3.png",
                "res/images/lungmask/img4.png",
                "res/images/lungmask/img5.png"
            ],
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                    }
                }
            ],
            "segmentations": [
                "LEFT_LOWER_LUNG_LOBE",
                "RIGHT_LOWER_LUNG_LOBE",
                "RIGHT_MIDDLE_LUNG_LOBE",
                "LEFT_UPPER_LUNG_LOBE",
                "RIGHT_UPPER_LUNG_LOBE",
                "LEFT_LUNG",
                "RIGHT_LUNG"
            ],
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        },

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            "name": "nnunet_liver",
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            "version": "1.0",
            "description": "nnU-Net is collection of models pre-trained for various biomedical image tasks. This specific model focuses on liver and liver cancer segmentation.",
            "licence": "MPL-2.0",
            "repository": "https://github.com/MIC-DKFZ/nnUNet",
            "references": ["Isensee, F, Jaeger, PF, Kohl, SA, et Al. nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation. Nature Methods, 2021"],
            "contributors": ["Leonard Nürnberg"], 
            "images": [
                "res/images/nnunet_liver/img1.png",
                "res/images/nnunet_liver/img2.png",
                "res/images/nnunet_liver/img3.png",
                "res/images/nnunet_liver/img4.png",
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                    "description": "Single DICOM CT Series of the patient",
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                        "Modality": "CT",
                        "BodyPartExamined": [
                            "CHEST",
                            "ABDOMEN"
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                "LIVER",
                "LIVER_CANCER"
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        },
        
        "nnunet_segthor": {
            "id": "fc595e5a-ce40-4cb3-8077-e94e1384f8cf",
            "name": "nnunet_segthor",
            "label": "nnU-Net (thoracic OAR)",
            "version": "1.0",
            "description": "nnU-Net is collection of models pre-trained for various biomedical image tasks. This specific model focuses on thoracic OAR segmentation.",
            "licence": "MPL-2.0",
            "repository": "https://github.com/MIC-DKFZ/nnUNet",
            "references": ["Isensee, F, Jaeger, PF, Kohl, SA, et Al. nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation. Nature Methods, 2021"],
            "contributors": ["Dennis Bontempi"], 
            "images": [
                "res/images/nnunet_segthor/img1.png",
                "res/images/nnunet_segthor/img2.png",
                "res/images/nnunet_segthor/img3.png",
                "res/images/nnunet_segthor/img4.png",
                "res/images/nnunet_segthor/img5.png"
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                            "CHEST"
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                "AORTA",
                "HEART",
                "TRACHEA",
                "ESOPHAGUS"
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            "id": "205cb9c2-c71b-4edc-9d90-d916f12eea04",
            "name": "rtsunet_lunglobes",
            "label": "Pulmonary Lobes <br/> RTSU-Net",
            "version": "1.0",
            "description": "RTSU-Net is an AI-based pipeline for the automated pulmonary lobes segmentation in CT (with and without presence of severe pathologies).",
            "license": "Apache 2.0",
            "repository": "https://github.com/DIAGNijmegen/bodyct-pulmonary-lobe-segmentation",
            "references": ["W. Xie, C. Jacobs, J. -P. Charbonnier and B. van Ginneken, Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT Scans. IEEE Transactions on Medical Imaging, 2020"],
            "contributors": ["Dennis Bontempi, Sil van de Leemput"], 
            "images": [
                "res/images/rtsunet_lung_lobes/img1.png",
                "res/images/rtsunet_lung_lobes/img2.png",
                "res/images/rtsunet_lung_lobes/img3.png",
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            "inputs": [
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                            "CHEST"
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            "segmentations": [
                "LEFT_LOWER_LUNG_LOBE",
                "RIGHT_LOWER_LUNG_LOBE",
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}