数据集导航

医疗数据集导航 - 全部数据集（第 156 页）

汇集 20 大疾病系统 5035 个医疗数据集，支持搜索与分类筛选，助力医疗AI研发选型

共 5035 个数据集 · 第 156 / 168 页
数据集名称 系统分类 病种 数据模态 任务类型 描述 来源 原始地址 操作
AbdomenCT-1K消化系统疾病CT器官分割3D CT, 1112 Cases, 4 Categories of Abdominal Organ SegmentationGitHubhttps://github.com/JunMa11/AbdomenCT-1K访问
QUBIQ2021消化系统疾病CT病灶分割3D CT, 90 Cases, Pancreas and Lesions Segmentation, MICCAI 2021Grand Challengehttps://qubiq21.grand-challenge.org/QUBIQ2021/访问
WORD消化系统疾病CT器官分割Abdominal Organ Segmentation Dataset, 3D CTGitHubhttps://github.com/HiLab-git/WORD访问
HVSMR心血管系统疾病MRI心脏分割3D MR, 19 Cases, 4 Categories of Cardiac Anatomical Structure SegmentationProject Homepagehttps://segchd.csail.mit.edu/访问
ACDC通用医学数据集MRI心脏分割3D MRI, 150 Cases, Left and Right Ventricles and Myocardial Segmentation, MICCAI 2017Project Homepagehttps://www.creatis.insa-lyon.fr/Challenge/acdc/访问
MM-WHS心血管系统疾病心脏分割3D CT/MRI, 120 Cases, 7 Categories of Heart Substructure Segmentation, MICCAI 2017GitHubhttps://zmiclab.github.io/zxh/0/mmwhs/访问
MSD Cardiac心血管系统疾病MRI心脏分割3D MRI, 30 Cases, Left Atrium SegmentationMedical Segmentation Decathlonhttp://medicaldecathlon.com/访问
M&Ms Cardiac CMR Segmentation心血管系统疾病MRI心脏分割3D MR, 375 Cases, Left and right ventricles and myocardial segmentation, MICCAI 2020Project Homepagehttps://www.ub.edu/mnms/访问
EMIDEC心血管系统疾病MRI病灶分割3D DE-MRI, 150 Cases, Myocardial Infarction Segmentation, MICCAI 2020Project Homepagehttps://emidec.com/访问
MyoPS 2020通用医学数据集MRI心肌分割3D MRI, 45 Cases, 5 Categories of Myocardial Pathology Segmentation, MICCAI 2020GitHubhttps://zmiclab.github.io/zxh/0/myops20/访问
LAScarQS 2022肌肉骨骼疾病MRI心脏分割3D MRI, 194 Cases, Left Atrium and Scar Segmentation, MICCAI 2022GitHubhttps://zmiclab.github.io/projects/lascarqs22/访问
CMRxMotion心血管系统疾病MRI心脏分割3D MRI, 360 Cases, Heart Structure Segmentation, MICCAI 2022Synapsehttps://www.synapse.org/#!Synapse:syn28503327/wiki/617823访问
ImageCAS心血管系统疾病血管分割3D CTA, 1000 Cases, Coronary Artery SegmentationGitHubhttps://github.com/XiaoweiXu/ImageCAS-A-Large-Scale-Dataset-and-Benchmark-for-Coronary-Artery-Segmentation-based-on-CT访问
CardiacUDA心血管系统疾病超声心脏分割2D Ultrasound, 992 Cases, 5 Categories of Heart Structure SegmentationGitHubhttps://github.com/xmed-lab/GraphEcho访问
MICCAI 2024 CARE MyoPS++肿瘤MRI病灶分割3D CMR, 2741 Cases, 5 Categories of Myocardial Lesion Segmentation, MICCAI 2024Project Homepagehttps://autopet-iii.grand-challenge.org/task/访问
MICCAI 2024 CARE WHS++心血管系统疾病CT心脏分割3D CT/CTA, 206 Cases, Whole heart segmentation, MICCAI 2024Project Homepagehttps://autopet-iii.grand-challenge.org/task/访问
MICCAI 2024 CARE LAScarQS++口颌系统疾病MRI心脏分割3D LGE MRI, 194 Cases, Left Atrial Cavity Segmentation and Scar Quantification, MICCAI 2024Project Homepagehttps://autopet-iii.grand-challenge.org/task/访问
TCB Challeng肌肉骨骼疾病X光疾病分类2D Bone Radiograph, 174 Cases, Osteoporosis ClassificationProject Homepagehttps://www.idpoisson.fr/tcbchallenge/访问
MURA肌肉骨骼疾病X光疾病分类2D X-ray, 40561 Cases, Musculoskeletal ClassificationProject Homepagehttps://stanfordmlgroup.github.io/competitions/mura/访问
IVDM3Seg肌肉骨骼疾病MRI器官分割3D MRI, 16 Cases, Intervertebral Disc Segmentation, MICCAI 2018Project Homepagehttps://ivdm3seg.weebly.com/访问
Osteosarcoma Tumor Assessment肌肉骨骼疾病病理图像肿瘤分类2D Pathological Imaging, 1144 Cases, 3 Categories of Tumor after Surgical Resection ClassificationTCIAhttps://www.cancerimagingarchive.net/collection/osteosarcoma-tumor-assessment/访问
VerSe肌肉骨骼疾病CT脊柱分割3D CT, 374 Cases, 26 Categories of Spine Segmentation, MICCAI 2019 & 2020GitHubhttps://github.com/anjany/verse访问
RibFrac 2020创伤与损伤CT骨折检测3D CT, 660 Cases, 4 Categories of Rib Fracture Detection and Classification, MICCAI 2020Grand Challengehttps://ribfrac.grand-challenge.org/访问
Digital Knee X-ray Images肌肉骨骼疾病X光疾病分类2D X-Ray, 1650 Cases, 5 Categories of Knee Joint Diseases ClassificationProject Homepagehttps://data.mendeley.com/datasets/t9ndx37v5h/1访问
Knee Osteoarthritis Dataset with Severity Grading肌肉骨骼疾病X光疾病分级2D X-Ray, 9786 Cases, 5 Categories of Knee Osteoarthritis ClassificationProject Homepagehttps://data.mendeley.com/datasets/56rmx5bjcr/1访问
CTPelvic1K肌肉骨骼疾病CT骨盆分割3D CT, 1184 Cases, 4 Categories of Lumbar Spine, Sacrum, Left and Right Hip SegmentationGitHubhttps://github.com/MIRACLE-Center/CTPelvic1K访问
SPIDER肌肉骨骼疾病MRI脊柱分割3D MR, 544 Cases, 19 Categories of Spine, Intervertebral Disc, Spinal Canal SegmentationGrand Challengehttps://spider.grand-challenge.org/访问
Fractured Bone Detection肌肉骨骼疾病CT骨折检测3D CT, 24 Cases, 2 Fractures ClassificationKagglehttps://www.kaggle.com/competitions/fractured-bone-detection-challenge/overview访问
Dental X Ray Computacional Vision Segmentation眼病X光牙齿分割2D X-ray, 8188 Cases, 14 Categories of Dental X-ray Image SegmentationKagglehttps://www.kaggle.com/datasets/henriquerezermosqur/dental-x-ray-computacional-vision-segmentation/data访问
Lumbosacral Spine MRI Dataset神经系统疾病MRI神经检测3D MRI, 14 Cases, Spinal Nerve Roots DetectionProject Homepagehttps://learn2reg.grand-challenge.org/Datasets/访问