数据集导航

医疗数据集导航 - 全部数据集（第 164 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 164 / 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
RRTS Resource-limited colonoscopy benchmark通用医学数据集结肠病变检测Colonoscopy resource-limited-setting benchmark with CAD labels 2025GitHubhttps://github.com/Steventanardi/LuminaDX访问
Fitzpatrick17k皮肤与结缔组织疾病皮肤病分类Clinical photos of inflammatory/benign conditions across skin tones 2021GitHubhttps://github.com/mattgroh/fitzpatrick17k访问
HyperKvasir消化系统疾病内镜图像分类Labeled normal anatomical landmarks and polyp/lesion frames in colonoscopy 2020Nature Sci Datahttps://www.nature.com/articles/s41597-020-00622-y访问
CADS Comprehensive Anatomical Dataset Segmentation通用医学数据集CT全身分割22,022 CT scans, 167 comprehensive structures, largest scale, published July 2025Hugging Facehttps://arxiv.org/abs/2507.22953访问
gCIS General CT Image Segmentation眼病CT通用分割36,419 CT scans, 83 structures + lesions, general segmentation model with text prompts, Oct 2024Naturehttps://www.nature.com/articles/s44172-024-00287-0访问
AbdomenAtlas Full消化系统疾病CT腹部器官分割20,460 CT scans, 25 abdominal structures, largest abdominal datasetGitHubhttps://github.com/MrGiovanni/AbdomenAtlas访问
AbdomenAtlas 1.1消化系统疾病CT腹部器官分割8,448 CT scans, 25 abdominal structures with full annotationsGitHubhttps://github.com/MrGiovanni/AbdomenAtlas访问
AbdomenAtlas Mini心血管系统疾病CT腹部器官分割5,195 CT scans, 9 abdominal organs (liver, kidneys, spleen, stomach, gallbladder, pancreas, aorta, IVC)GitHubhttps://github.com/MrGiovanni/AbdomenAtlas访问
CTSpine1K肌肉骨骼疾病CT脊柱分割1,000+ CT scans, comprehensive spine structures datasetGitHubhttps://github.com/MIRACLE-Center/CTSpine1K访问
SAROS通用医学数据集CT身体成分分析900 CT scans, body regions/muscles/cavities, body composition, sparse annotation every 5th sliceTCIAhttps://doi.org/10.25737/SZ96-ZG60访问
AMOS消化系统疾病腹部器官分割500 CT/MRI scans, 15 abdominal organs, multi-center multi-vendorZenodohttps://zenodo.org/record/7262581访问
KiTS23泌尿生殖系统疾病CT肾肿瘤分割500 CT scans, kidneys/tumors/cysts, latest kidney tumor challenge 2023KiTS Challengehttps://kits-challenge.org/访问
LCTSC Lung CT Segmentation Challenge心血管系统疾病CT放疗器官分割60 CT scans, esophagus/heart/spinal cord/lungs/tumors, radiation therapy planningTCIAhttps://www.cancerimagingarchive.net/collection/lctsc/访问
VISCERAL Anatomy3通用医学数据集全身器官分割20+ whole body CT/MRI volumes, 20+ organs, high-quality annotationsVISCERALhttp://www.visceral.eu/访问
LyNoS Lymph Nodes Arteries Veins通用医学数据集CT胸部血管分割Thoracic vascular structures: lymph nodes, arteries, veins segmentationHugging Facehttps://huggingface.co/datasets/andreped/LyNoS访问
LNDb Lung Nodule Database呼吸道疾病CT肺结节检测294 CT scans, lung nodules with two radiologist annotationsLNDbhttps://lndb.grand-challenge.org/访问
BREAST-DIAGNOSIS TCIA肿瘤MRI乳腺病变诊断Breast MRI (primary), DCIS/fibroids/carcinomas, multiple casesTCIAhttps://www.cancerimagingarchive.net/collection/breast-diagnosis/访问
ABIDE Autism Brain Imaging Data Exchange神经系统疾病自闭症研究1,000+ autism/control fMRI subjects, multi-site autism imagingABIDEhttp://fcon_1000.projects.nitrc.org/indi/abide/访问
EPISURG Post-epilepsy Surgery神经系统疾病MRI癫痫术后评估Post-epilepsy surgery brain MRI scans, multi-center datasetPhysioNethttps://physionet.org访问
Cardiac CCTA Dataset心血管系统疾病心脏结构分割206 patients, 8 cardiovascular structures, cardiac CT angiographyDryadhttps://datadryad.org/dataset/doi:10.5061/dryad.9s4mw6mc9访问
MESA Multi-Ethnic Study of Atherosclerosis通用医学数据集动脉粥样硬化研究6,500+ participants, CT/MRI, multi-ethnic atherosclerosis studyMESAhttps://www.mesa-nhlbi.org/访问
CAMUS Cardiac Ultrasound Segmentation心血管系统疾病超声心脏超声分割500 patients, cardiac ultrasound segmentation, left ventricle analysisCAMUShttps://www.creatis.insa-lyon.fr/Challenge/camus/访问
RSNA Pneumonia Detection呼吸道疾病X光肺炎检测30,000 frontal-view chest X-rays, pneumonia detection challengeKagglehttps://www.kaggle.com/c/rsna-pneumonia-detection-challenge访问
VinDr-CXR Vietnamese Chest X-ray呼吸道疾病X光胸片病变检测18,000 chest X-ray images with annotations, Vietnamese datasetVinDrhttps://vindr.ai/datasets/cxr访问
IDC NCI Imaging Data Commons肿瘤多模态癌症影像共享NCI Imaging Data Commons, multiple cancer types imaging dataNCIhttps://portal.imaging.datacommons.cancer.gov/访问
BreakHis Breast Cancer Histopathology肿瘤病理图像乳腺癌分类7,900+ histopathology images, 82 patients, breast cancer benign/malignantBreakHishttps://web.inf.ufpr.br/vri/databases/breast-cancer-histopathological-database-breakhis/访问
Camelyon Lymph Node Metastasis通用医学数据集病理图像转移瘤检测1,000 whole-slide images, lymph node metastasis detectionCamelyonhttps://camelyon17.grand-challenge.org/访问
ProstateX Prostate Cancer MRI泌尿生殖系统疾病MRI前列腺癌检测400+ prostate MRI exams, prostate cancer detection challengeProstateXhttps://prostatex.grand-challenge.org/访问
STARE Structured Analysis of the Retina眼病视网膜分析400+ retinal fundus images, structured analysis of the retinaSTAREhttp://cecas.clemson.edu/~ahoover/stare/访问
Messidor Diabetic Retinopathy眼病糖网筛查1,200 eye fundus images, diabetic retinopathy screeningMessidorhttp://www.adcis.net/en/third-party/messidor/访问