数据集导航

医疗数据集导航 - 全部数据集（第 160 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 160 / 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
Mindboggle神经系统疾病MRI脑部分割101 manually labelled brain MRIsGitHubhttps://mindboggle.info/data.html访问
Whole-Heart and Great Vessel Segmentation 3D CMR Congenital Heart Disease心血管系统疾病MRI心脏分割20 cardiac MR images in Congenital Heart Disease, whole heart segmentationGitHubhttp://segchd.csail.mit.edu/data.html访问
Longitudinal Neuroimaging in Children神经系统疾病脑发育研究~50 children (~10yo) with follow-up MRI, fMRI and assessmentsGitHubhttps://openneuro.org/datasets/ds001894/访问
Longitudinal Neuroimaging on arithmetic processing in children神经系统疾病脑发育研究3T fMRI 132 typical dev children, 2 time points, four tasks, arithmetic processingGitHubhttps://openneuro.org/datasets/ds001486访问
ATLAS Anatomical Tracings of Lesions After Stroke神经系统疾病MRI病灶分割229 T1-weighted MRI scans with lesion segmentation, stroke lesion metadataGitHubhttp://fcon_1000.projects.nitrc.org/indi/retro/atlas.html访问
MITOS_WSI_CMC肿瘤病理图像细胞检测21 Canine mammary carcinoma whole slide images, annotated by 2/3 expertsGitHubhttps://github.com/DeepPathology/MITOS_WSI_CMC/访问
SIMON通用医学数据集MRI纵向研究Single volunteer, 73 Sessions at multiple sites over ~17 years, MRI with phenotype fileGitHubhttp://fcon_1000.projects.nitrc.org/indi/retro/SIMON.html访问
BigBrain神经系统疾病脑图谱Single volume, histological space (100 micron) with GM/WM surfaces and cortical layersGitHubhttps://bigbrain.loris.ca/main.php访问
Brain Catalogue神经系统疾病MRI比较神经解剖Ex-vivo brain MRIs or brains of different animalsGitHubhttps://braincatalogue.org/访问
Pre-Natal MRI神经系统疾病MRI胎儿成像Prenatal brain MRI samplesGitHubhttps://f1000research.com/articles/6-93/v2访问
BCNB Early Breast Cancer Core-Needle Biopsy WSI Dataset肿瘤病理图像乳腺癌研究1058 whole slide images with clinical characteristics, tumor regions annotated, ER/PR/HER2 etc.GitHubhttps://bupt-ai-cz.github.io/BCNB/访问
BCI Breast Cancer Immunohistochemical Image Generation Dataset神经系统疾病病理图像图像转换4870 registered HE-IHC image pairs, four HER2 expression levels (0, 1+, 2+, 3+)GitHubhttps://bupt-ai-cz.github.io/BCI/访问
PhysioNet Pulmonary Edema Severity Grades Based on MIMIC-CXR呼吸道疾病多模态病情分级Pulmonary edema severity grades from MIMIC-CXR via regex, expert labeling, consensus labelingPhysioNethttps://physionet.org/content/mimic-cxr-pe-severity/访问
PhysioNet Computing in Cardiology 2019 Challenge感染脓毒症预测Predict sepsis in ICU population, 5000 ICU patients in three hospital systemsPhysioNethttps://physionet.org/challenge/2019/访问
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-Notes医学文本与大模型文本临床文本Extended clinical notes from MIMIC-III critical care database v1.0.0 2026PhysioNethttps://physionet.org/content/mimic-iii-ext-notes/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
COVID-19 Radiography Database呼吸道疾病X光疾病检测Chest X-ray images for COVID-19 and pneumonia detectionKagglehttps://www.kaggle.com/tawsifurrahman/covid19-radiography-database访问
OASIS Brain MRI神经系统疾病MRI阿尔茨海默研究Brain MRI for healthy aging & Alzheimer's disease analysisOASIShttps://www.oasis-brains.org/访问
OpenNeuro神经系统疾病多模态神经影像共享Free open platform for sharing neuroimaging datasets (fMRI, EEG, MEG)OpenNeurohttps://openneuro.org/访问
Human Connectome Project神经系统疾病脑连接组High-resolution neuroimaging datasets to map human brain connectionsHCPhttps://www.humanconnectome.org/访问
DDI Diverse Dermatology Images皮肤与结缔组织疾病皮肤病分类Deeply curated, pathologically confirmed image dataset with diverse skin tonesGitHubhttps://aimi.stanford.edu/shared-datasets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
PTB-XL ECG Dataset心血管系统疾病心律失常检测Large-scale 12-lead ECG dataset with 21,000+ recordings for arrhythmia detectionPhysioNethttps://physionet.org/content/ptb-xl/1.0.0/访问
MIT-BIH Arrhythmia Database心血管系统疾病心律失常检测Standard test material for evaluation of arrhythmia detectorsPhysioNethttps://physionet.org/content/mitdb/1.0.0/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