数据集导航 · 通用医学数据集

通用医学数据集数据集（第 3 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 3 / 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
eICU-CRD通用医学数据集重症监护研究Detailed critical care data for over 200,000 admissions at 200+ hospitals across USPhysioNethttps://eicu-crd.mit.edu/访问
HCUP US Hospitalization Data通用医学数据集医疗利用分析Nationwide inpatient & emergency data for healthcare utilization and cost analysisHCUPhttps://hcup-us.ahrq.gov/访问
PSG-IPA通用医学数据集睡眠评估PolySomnoGraphic Inter-scorer Performance Assessment, sleep and cognitive impairment assessment v1.0.0 2026Zenodohttps://physionet.org/content/psg-ipa/1.0.0/访问
MIMIC-III-Ext-PPG通用医学数据集心肺分析PPG benchmark dataset for cardiorespiratory analysis from MIMIC-III v1.0.0 2026PhysioNethttps://physionet.org/content/mimic-iii-ext-ppg/1.0.0/访问
MultiCaRe通用医学数据集多模态临床病例Multimodal clinical case dataset with 70k+ case reports and 130k+ labeled images from oncology, cardiology, surgery, patPMChttps://zenodo.org/records/14994046访问
1000 Genomes Project通用医学数据集群体遗传学Whole-genome sequencing for population genetics and variant analysisIGSRhttps://www.internationalgenome.org/data-portal/data-collection/30x-grch38访问
NSRR Sleep Datasets通用医学数据集睡眠障碍检测Polysomnography & sleep signals for sleep disorder detectionNSRRhttps://sleepdata.org/访问
Endometriosis Symptoms Monitoring Database通用医学数据集症状监测Daily symptom tracking from 34 endometriosis patients over 1-10 months with MedDRA coding 2026Zenodohttps://physionet.org/content/访问
DATASUS TABNET通用医学数据集公共卫生Official health information system of the Brazilian Ministry of HealthBrazil MoHhttps://datasus.saude.gov.br/informacoes-de-saude-tabnet/访问
Portal de Dados Abertos do SUS通用医学数据集公共卫生Open data portal for the Brazilian Unified Health System (SUS)Brazil SUShttps://dadosabertos.saude.gov.br/访问
Global Health Observatory WHO通用医学数据集全球健康统计WHO gateway to health-related statistics for 194 Member StatesWHOhttps://www.who.int/data/gho访问
Global Health Data Exchange GHDx通用医学数据集全球健康数据Comprehensive catalog of surveys, censuses, vital statistics, and health-related dataIHMEhttps://ghdx.healthdata.org/global-health-data-exchange访问
Stanford AIMI Shared Datasets通用医学数据集医学影像影像共享Stanford AIMI shared medical imaging datasets platformStanfordhttps://aimi.stanford.edu/shared-datasets访问
MedVision通用医学数据集医学影像检测测量30.8 million image-annotation pairs across 22 public datasets, CT/MRI/X-ray/PET detection & measurement 2025Project Pagehttps://arxiv.org/pdf/2511.18676访问
SemBench通用医学数据集语义查询1400+ SPARQL templates for evaluating medical query engines, knowledge graph semantic query 2025GitHubhttps://arxiv.org/pdf/2511.01716访问
MedAgentBoard通用医学数据集多模态多智能体协作8 benchmark categories for multi-agent reasoning tasks, text/image/EHR multi-agent collaboration 2025Project Pagehttps://arxiv.org/pdf/2505.12371访问
Lingshu Train通用医学数据集多模态多模态训练~9.3M training samples from 60+ datasets, generalist foundation model for unified multimodal medical understanding 2025Project Pagehttps://arxiv.org/pdf/2506.07044访问
MedEvalKit Lingshu test通用医学数据集多模态基准评测152066 evaluation samples from 16 benchmark datasets, VQA, report generation, medical text QA 2025GitHubhttps://arxiv.org/pdf/2507.04289访问
RecGym Gym Workouts Recognition Dataset通用医学数据集运动识别Gym workouts with IMU and Capacitive sensors, 10 volunteers, fitness recommendation 2025UCIhttps://www.archive.ics.uci.edu/dataset/1128/recgym访问
Visible Human Project通用医学数据集解剖图谱Complete, anatomically detailed, 3D representations of human male and female bodies, NLMdata.govhttps://www.nlm.nih.gov/research/visible/visible_human.html访问
PLACES Local Data for Better Health Place Data 2024通用医学数据集公共卫生CDC PLACES local health data, place-level estimates for 2024 releasedata.govhttps://catalog.data.gov/dataset/places-local-data-for-better-health-place-data-2024-release-88989访问
VinDr-Mammo通用医学数据集乳腺病变检测5,000 four-view FFDM exams, BI-RADS + lesion annotations 2023PhysioNethttps://www.nature.com/articles/s41597-023-02100-7访问
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
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
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
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
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
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
German National Cohort Whole-Body MRI通用医学数据集MRI人群队列成像Whole-body MR imaging, 30,000 subjects planned, German National CohortGNChttps://nako.de/en/访问