数据集导航

医疗数据集导航 - 全部数据集（第 165 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 165 / 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
EyePACS Diabetic Retinopathy眼病糖网检测88,000+ retinal images, diabetic retinopathy detection challengeKagglehttps://www.kaggle.com/c/diabetic-retinopathy-detection访问
APTOS 2019 Diabetic Retinopathy眼病糖网分级13,000 fundus images, Asia Pacific diabetic retinopathy blindness detectionKagglehttps://www.kaggle.com/c/aptos2019-blindness-detection访问
ODIR Ocular Disease Intelligent Recognition眼病眼病分类5,000 patients, ocular disease intelligent recognition, multi-label fundusODIRhttps://odir2019.grand-challenge.org/访问
IDRiD Indian Diabetic Retinopathy眼病糖网病灶分割516 fundus images with lesion annotations, Indian diabetic retinopathy datasetIDRiDhttps://idrid.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
MedIMeta Medical Imaging Meta-dataset通用医学数据集多模态元学习19 datasets, 54 tasks, medical imaging meta-dataset for few-shot learningNaturehttps://www.nature.com/articles/s41597-025-04866-4访问
MORE Multi-Organ Medical Image Reconstruction通用医学数据集CT图像重建CT scans across 9 diverse anatomies with 15 lesion types, for CT reconstruction and generalization evaluationarXivhttps://arxiv.org/html/2510.26759v1/访问
RadChest-CT呼吸道疾病CT胸部疾病检测Large-scale collection of chest CT scans for thoracic disease detection and diagnosis, thousands of high-resolution CTsZenodohttps://zenodo.org/record/6406114/访问
ReXGroundingCT呼吸道疾病CT报告引导分割3D Chest CT dataset for segmentation of findings from free-text reports 2025arXivhttps://www.zhuanzhiai.com/paper/8f6d047ce1511936d38a09031d4c376b访问
BRISC Brain Tumor MRI Classification神经系统疾病MRI脑肿瘤分类6,000 brain tumor MRIs (glioma, meningioma, pituitary), NIfTI format 2026GitHubhttps://github.com/aaekay/radiology-datasets访问
BraTS-MEN-RT Meningioma Radiotherapy神经系统疾病MRI脑膜瘤放疗570 meningioma radiotherapy MRIs from 7 centers, NIfTI 2026GitHubhttps://github.com/aaekay/radiology-datasets访问
BraTS 2025神经系统疾病MRI脑肿瘤分割1,778 cases (pre- and post-treatment), brain tumor segmentation challenge 2025Synapsehttps://github.com/aaekay/radiology-datasets访问
MIMIC-IV-ECG心血管系统疾病心电图诊断~800,000 diagnostic electrocardiograms across ~160,000 unique patients, matched to MIMIC-IVPhysioNethttps://physionet.org/content/?topic=mimic访问
MIMIC-IV-ECG Demo心血管系统疾病心电图诊断659 diagnostic electrocardiograms across 92 unique patients, demo subset of MIMIC-IV-ECGPhysioNethttps://physionet.org/content/?topic=mimic访问
mcPHASES Menstrual Health Wearables内分泌系统疾病月经健康监测Multimodal menstrual health data: hormone levels, wearable sensor metrics, self-reported symptoms from 42 young adultsPhysioNethttps://physionet.org/content/?page=6访问
BOLD Blood-gas and Oximetry Linked Dataset血液与淋巴系统疾病血氧分析Open-source pulse oximetry and arterial blood gas dataset derived from MIMIC-III, MIMIC-IV, and eICU-CRDPhysioNethttps://www.physionet.org/content/?topic=gold-standard访问
MIMIC-IV-Echo通用医学数据集超声超声心动图Structured measurements from 200,000+ echocardiograms and 500,000+ DICOM files, matched to MIMIC-IVPhysioNethttps://www.physionet.org/content/?topic=MIMIC-IV访问
TN-Mammo肿瘤乳腺密度评估Mammogram dataset of 676 cases with breast density labels, high-quality data for breast cancer detection 2024PhysioNethttps://physionet.org/content/?topic=model&page=11访问
MIMIC-IV-Ext-22MCTS通用医学数据集临床时间序列22 Millions-Event Temporal Clinical Time-Series Dataset with Relative Timestamp from MIMIC-IVPhysioNethttps://physionet.org/content/?topic=model&page=11访问
HYAMD High-Resolution Fundus AMD眼病黄斑变性诊断High-Resolution Fundus Image Dataset for age-related macular degeneration (AMD) DiagnosisPhysioNethttps://physionet.org/content/?topic=model&page=11访问
MIMIC-IV MEDS Demo通用医学数据集临床数据标准MIMIC-IV Clinical Database Demo in MEDS (Medical Event Data Standard) formatPhysioNethttps://physionet.org/content/?topic=minimed访问
KURIAS-ECG心血管系统疾病心电图诊断12-lead electrocardiogram database with standardized diagnosis ontologyPhysioNethttps://physionet.org/content/?topic=minimed访问
NPA-CP通用医学数据集临床预测Freely accessible dataset derived from EHR information at MGB between 2015 and 2024PhysioNethttps://alpha.physionet.org/content/?topic=common+data+model访问
Multi-Night IHR Accelerometry EEG Sleep心血管系统疾病睡眠分期Multi-night instantaneous heart rate and 3-axis accelerometry from Apple Watch paired with EEG sleep stage labels from DPhysioNethttps://www.physionet.org/content/?topic=standard访问
ER-REASON Clinical Reasoning Benchmark医学文本与大模型文本临床推理Benchmark Dataset for LLM-Based Clinical Reasoning in Emergency DepartmentPhysioNethttps://physionet.org/content/?topic=medication&page=5访问
ALOTT Alarms Outcomes Telemetry通用医学数据集监护报警分析Bedside-EMR Database: 9 month period of high resolution telemetry data linked to Electronic Medical Records (Carescape) PhysioNethttps://physionet.org/content/?topic=medication&page=5访问
Brugada-HUCA 12-Lead ECG心血管系统疾病Brugada综合征研究12-Lead ECG Recordings for the Study of Brugada Syndrome, rare cardiac arrhythmia 2026PhysioNethttps://physionet.org/content/?topic=ecg+interpretation访问
多模态医疗知识数据集心血管系统疾病多模态多模态医疗5个领域医疗数据，6种模态，572GB：青光眼眼底图、心电图、阿尔兹海默症MRI、肾部CT、胸部X光国家基础学科公共科学数据中心https://60.245.194.22/general/dataSetHome访问
OBIA Open Biomedical Imaging Archive通用医学数据集多模态生物医学影像归档开放生物医学影像档案库，归档生物医学影像数据和相关临床数据，国家基因组数据中心核心资源中国国家基因组数据中心https://ngdc.cncb.ac.cn/obia访问
肝癌多模态CT影像数据集 V1.0消化系统疾病肝脏疾病影像肝癌、脂肪肝、药物性肝损伤、酒精肝、胆结石等疾病的CT影像和X射线图像数据，多家医疗机构国家人口健康科学数据中心https://www.ncmi.cn/phda/browse.html访问