A list of publicly available medical image segmentation dataset.
- The Federated Tumor Segmentation (FeTS) Challenge 2022
- Ischemic Stroke Lesion Segmentation Challenge 2022: Acute, sub-acute and chronic stroke infarct segmentation
- LAScarQS 2022: Left Atrial and Scar Quantification & Segmentation Challenge
- Brain shift with Intraoperative Ultrasound - Segmentation tasks
- Multi-Modality Abdominal Multi-Organ Segmentation Challenge 2022
- Pulmonary Artery Segmentation Challenge 2022
- APIS: A Paired CT-MRI Dataset for Ischemic Stroke Segmentation Challenge
- XPRESS: Xray Projectomic Reconstruction - Extracting Segmentation with Skeletons
- SMILE-UHURA : Small Vessel Segmentation at MesoscopIc ScaLEfrom Ultra-High ResolUtion 7T Magnetic Resonance Angiograms
- SHINY-ICARUS: Segmentation over tHree dImensional rotational aNgiographY of Internal Carotid ArteRy with aneUrySm
- Multi-domain Cross-time-point Infant Cerebellum MRI Segmentation 2022
- Head and Neck Tumor Segmentation in PET/CT: The HECKTOR Challenge
- Fast and Low-resource semi-supervised Abdominal oRgan sEgmentation in CT （FLARE 2022
- 3D Teeth Scan Segmentation and Labeling Challenge
- CarOtid vessel wall SegMentation and atherosclerOsis diagnosiS challenge (COSMOS 2022)
- The 2022 Intracranial Hemorrhage Segmentation Challenge on Non-Contrast head CT (NCCT)
- Automatic tumor lesion segmentation in whole-body FDG-PET/CT
- KiTS21: 2021 Kidney and Kidney Tumor Segmentation Challenge
- FLARE21: Fast and Low GPU memory Abdominal oRgan sEgmentation
- FeTS: Federated Tumor Segmentation
- FeTA: Fetal Brain Tissue Annotation and Segmentation Challenge
- HECKTOR: HEad and neCK TumOR segmentation and outcome prediction in PET/CT images
- M&Ms-2: Multi-Disease, Multi-View & Multi-Center Right Ventricular Segmentation in Cardiac MRI (M&Ms-2)
- BraTS2021: RSNA-ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2021
- FU-Seg: Foot Ulcer Segmentation Challenge 2021
- VWS: Carotid Artery Vessel Wall Segmentation Challenge
- SegPC-2021: Segmentation of Multiple Myeloma Plasma Cells in Microscopic Images
- 6th ISBI Cell Tracking Challenge
- Multimodal Brain Tumor Segmentation Challenge 2020 (BraTS)
- 3D Head and Neck Tumor Segmentation in PET/CT
- Anatomical Brain Barriers to Cancer Spread: Segmentation from CT and MR Images
- Automated Segmentation Of Coronary Arteries
- Large Scale Vertebrae Segmentation Challenge
- Intracranial Aneurysm Detection and Segmentation Challenge
- Multi-Centre, Multi-Vendor & Multi-Disease Cardiac Image Segmentation Challenge
- Thyroid Nodule Segmentation and Classification in Ultrasound Images
- MyoPS 2020: Myocardial pathology segmentation combining multi-sequence CMR
-BRATS 2015: Brain Tumor Image Segmentation Challenge
- Brain MRI segmentation
- Ultrasound Nerve Segmentation
- SIIM-ACR Pneumothorax Segmentation
- Vessel Segmentation
- COVID-19 CT Images Segmentation
- Identify glomeruli in human kidney tissue images
- PanNuke - Open PanCancer Histology Dataset for Nuclei Instance Segmentation and Classification
- Micro-Net: Fluorescence Cell Segmentation Dataset
- HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images
- WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
- AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?
- Dataset for Fluorescein Angiography (Video & Late Image) in DME eyes
- Retinal Imaging CHASE DB1
- RITE (Retinal Images vessel Tree Extraction)
- ROSE (Retinal OCTA SEgmentation dataset)
- IVDM3Seg: Intervertebral Disc (IVD) Localization and Segmentation from 3D Multi-Modality MR (M3) Images
- xVertSeg - Segmentation and Classification of Fractured Vertebrae
- Intervertebral Disc Localization and Segmentation: 3D T2-weighted Turbo Spin Echo MR image Database
- Intervertebral Disc Localization and Segmentation Multi-modality MRI Spine Image Database
- Lumbar vertebra segmentation CT image database