数据集导航

医疗数据集导航 - 全部数据集（第 168 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 168 / 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
Opportunity Dataset通用医学数据集日常活动识别Daily living activity recognition data, wearable sensor datasetOpportunityhttps://archive.ics.uci.edu/ml/datasets/opportunity+activity+recognition访问
Synpuf Medicare Synthetic通用医学数据集合成医疗数据Medicare synthetic data, synthetic public use file for researchCMShttps://www.cms.gov/research-statistics-data-and-systems/downloadable-public-use-files/synpufs访问
Synthea Synthetic Patient Generator通用医学数据集合成患者数据Synthetic patient generator modeling medical history of synthetic US patientsSyntheahttps://synthetichealth.github.io/synthea/访问
Human Cell Atlas通用医学数据集单细胞图谱Human cell atlas, comprehensive reference map of all human cellsHCAhttps://www.humancellatlas.org/访问
LitCovid呼吸道疾病文本COVID文献COVID-19 literature dataset, curated collection of COVID-19 research articlesNCBIhttps://www.ncbi.nlm.nih.gov/research/coronavirus/访问
Framingham Heart Study心血管系统疾病心血管风险预测Long-term cardiovascular cohort study, ongoing since 1948, updated to 2023, risk factor dataNIHhttps://wenku.csdn.net/answer/641p79656h访问
Global Burden of Disease通用医学数据集全球疾病负担Global burden of disease study, comprehensive global health metricsIHMEhttp://www.healthdata.org/gbd访问
Humanitarian Data Exchange通用医学数据集人道主义健康数据Humanitarian data exchange platform, health and humanitarian datasetsHDXhttps://data.humdata.org/访问
Medicare Provider Utilization and Payment Data通用医学数据集医疗服务利用Medicare provider utilization and payment data, healthcare provider statisticsCMShttps://www.cms.gov/Research-Statistics-Data-and-Systems/Statistics-Trends-and-Reports/Medicare-Provider-Charge-Data访问
Blood Transfusion Service Center血液与淋巴系统疾病献血预测Blood transfusion service center data from Hsin-Chu City Taiwan, donor classificationOpenML/UCIhttps://www.openml.org/search?type=data&id=1464访问
HISTAI Whole Slide Image Dataset通用医学数据集病理图像计算病理Large multimodal open-access WSI collection, over 60,000 slides from various tissue types, with clinical metadata, diagnarXivhttps://arxiv.org/html/2505.12120v1访问
PAR Prostate Biopsy Middle Eastern WSI泌尿生殖系统疾病病理图像前列腺活检1,017 whole slide images of prostate biopsy from underrepresented Middle Eastern population, 339 slides x 3 scanners x 3Koya Universityhttps://www.cnblogs.com/selectdataset/articles/22403771访问
TNBC-Histopathology Dataset肿瘤病理图像三阴性乳腺癌153 confirmed TNBC patients from TCGA-BRCA, with AI-generated tumor annotations and clinical outcomes, FAIR-compliant 20GitHubhttps://github.com/fahadsajjad299/TNBC-Histopathology-Dataset访问
STAS_TCGA Lung Adenocarcinoma呼吸道疾病病理图像肺腺癌STAS检测541 LUAD WSIs from TCGA, with STAS (spread through air spaces) status, dissemination foci type, tumor type, cross-diagnoarXivhttps://arxiv.org/html/2503.13799访问
US-43d Ultrasound Segmentation Collection通用医学数据集超声超声分割Large-scale collection of 43 open-access US datasets, over 282,000 images with segmentation masks covering 58 anatomicalarXivhttps://arxiv.org/html/2411.16222访问
GIST514-DB Endoscopic Ultrasound通用医学数据集胃肠道间质瘤检测Endoscopic ultrasound dataset, 514 cases (251 GIST, 263 leiomyoma), with bounding boxes, categories, anatomical locationGitHubhttps://ultrasound-open-access.nidusai.ca/访问
SonoDQS Ultrasound Gastrointestinal Tumor消化系统疾病超声胃肠肿瘤检测Ultrasound dataset for gastrointestinal tumor detection and quality assessmentNidusAIhttps://ultrasound-open-access.nidusai.ca/访问
SurgiSR4K Endoscopic Video通用医学数据集超分辨率分割High-resolution 4K endoscopic video dataset for robotic-assisted minimally invasive procedures, 800 images, 50 videos, 3arXivhttps://arxiv.org/html/2507.00209v3访问
SurgVU Robotic Surgery Video眼病手术场景理解Robotic surgery video dataset, 280 videos, 1280x720p, segmentation, detection, classification, CC BY 4.0 2025arXivhttps://arxiv.org/html/2507.00209v3访问
HeiSURF Cholecystectomy Video眼病手术动作识别Cholecystectomy video dataset, 33 videos, 720-1080p, classification, detection, CC BY 4.0 2023arXivhttps://arxiv.org/html/2507.00209v3访问
ETIS-LaribPolyp Colonoscopy消化系统疾病息肉分割Colonoscopy still images, 196 images, 1225x966p, polyp segmentation, free for researchETIShttps://arxiv.org/html/2507.00209v3访问
GIANA Colonoscopy Images Videos通用医学数据集息肉检测分割Colonoscopy images and videos, 300 images, 30 videos, 384-1080p, detection, segmentation, challenge EULAGIANAhttps://arxiv.org/html/2507.00209v3访问
Project-Imaging-X 1000+ Medical Imaging Datasets通用医学数据集多模态影像数据集目录Survey of 1000+ open-access medical imaging datasets for foundation model development, comprehensive catalog across modaGitHubhttps://github.com/uni-medical/Project-Imaging-X访问
US-43d UltraSam Training Collection通用医学数据集超声超声分割预训练43 open-access ultrasound datasets compiled for UltraSam foundation model, 282,000+ images with segmentation masks, 58 aarXivhttps://pubmed-d.ncbi.nlm.nih.gov/40932576/访问
IDC Digital Pathology Slides通用医学数据集病理图像数字病理检索Imaging Data Commons digital pathology slides, 65,000+ WSI with similarity search embeddings by Google Health 2026NCI IDChttps://datacommons.cancer.gov/news/crdc-components-updates-june-2026访问