数据集导航 · 通用医学数据集

通用医学数据集数据集（第 5 页）

思陌医疗数据服务整理的通用医学数据集公开数据集，共 200 个，覆盖该领域多模态数据，助力医疗AI研发选型。

共 136 个数据集 · 第 5 / 5 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
mHealth Dataset通用医学数据集活动识别Body motion and vital signs data from mobile health sensorsmHealthhttps://archive.ics.uci.edu/dataset/319/mhealth+dataset访问
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
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
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
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
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
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