数据集导航 · 通用医学数据集

通用医学数据集数据集（第 4 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 4 / 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
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
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
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
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
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
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
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
华西医院乳腺超声数据集通用医学数据集超声乳腺结节分析四川大学华西医院乳腺外科乳腺超声数据，含报告图像、超声图像、结节模型权重参数和预测代码国家基础学科公共科学数据中心https://nbsdc.cn/general/dataSetHome访问
MIMIC-IV通用医学数据集重症监护研究Comprehensive critical care dataset containing de-identified health records of ICU patients (2008-2019)PhysioNethttps://physionet.org/content/mimiciv/访问
MIMIC-III通用医学数据集重症监护研究De-identified health records of ICU patients, widely used critical care datasetPhysioNethttps://physionet.org/content/mimic-iii-ext-notes/1.0.0/访问
gnomAD Genome Aggregation Database通用医学数据集变异分析Large-scale variant database with 140,000+ exomes & genomesBroad Institutehttps://gnomad.broadinstitute.org/访问
DATASUS TABNET Brazil Health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
Grand Challenge Biomedical Imaging通用医学数据集多模态生物医学影像挑战Platform for end-to-end development of machine learning solutions in biomedical imaging, hosts many challengesGrand Challengehttps://grand-challenge.org/访问
Open-PMC-18M通用医学数据集多模态多模态表示学习High-fidelity large scale medical dataset for multimodal representation learning, 18M medical images from PubMed CentralarXivhttps://arxiv.org/html/2506.02738v2访问
AmsterdamUMCdb通用医学数据集重症监护研究Deidentified health data from Amsterdam University Medical Center, ICU databaseAmsterdam UMChttps://amsterdammedicaldatascience.nl访问
HiRID High Time-resolution ICU通用医学数据集重症监护研究High time-resolution ICU data from Bern University Hospital, Switzerland, InselspitalBern University Hospitalhttps://physionet.org/content/hirid/1.1.1/访问
MIMIC-IV-ED通用医学数据集急诊研究Emergency department data from MIMIC-IVPhysioNethttps://physionet.org/content/mimic-iv-ed/2.2/访问
RSNA Intracranial Hemorrhage Detection通用医学数据集CT颅内出血检测Head CT scans with hemorrhage labels, RSNA challengeKaggle/RSNAhttps://www.kaggle.com/c/rsna-intracranial-hemorrhage-detection访问
BossDB Open Neuroimagery通用医学数据集神经成像Open neuroimagery datasets, large-scale electron microscopy and optical imagingBossDBhttps://registry.opendata.aws/bossdb/访问
DeepSpot-M TCGA Spatial Transcriptomics通用医学数据集多模态空间转录组Virtual spatial transcriptomics atlas for 28,664 TCGA H&E slides across 32 cancers, 295.3M spotsDeepSpot-Mhttps://www.medrxiv.org/content/10.64898/2026.06.19.26356060v1访问
Cell Painting Gallery通用医学数据集药物发现Drug discovery cell painting image datasetCell Paintinghttps://registry.opendata.aws/cellpainting-gallery/访问
Allen Cell Imaging Collections通用医学数据集细胞成像3D cell imaging collections from Allen InstituteAllen Institutehttps://registry.opendata.aws/allen-cell-imaging-collections/访问
BBBC Broad Bioimage Benchmark Collection通用医学数据集生物图像基准Collection of freely available high-quality biological image datasetsBroad Institutehttps://bbbc.broadinstitute.org/访问
GTEx Genotype-Tissue Expression通用医学数据集基因表达Genotype-tissue expression project, gene expression across 54 tissue sitesGTExhttps://gtexportal.org/home/访问
ArrayExpress通用医学数据集功能基因组学Functional genomics experiments archive from EBIEBIhttps://www.ebi.ac.uk/arrayexpress/访问
Expression Atlas通用医学数据集基因表达Curated resource providing information on gene expression across species and biological conditionsEBIhttps://www.ebi.ac.uk/gxa/home访问
Human Protein Atlas通用医学数据集蛋白质表达Human protein atlas, protein expression in human tissues and cellsHPAhttps://www.proteinatlas.org/访问
BIDMC PPG and Respiration通用医学数据集PPG呼吸分析Photoplethysmogram (PPG), respiration, and other physiological signals from BIDMCPhysioNethttps://physionet.org/content/bidmc/1.0.0/访问
VitalDB通用医学数据集术中生命体征Vital signs data collected during surgeries, high-resolution intraoperative vital signsVitalDBhttps://vitaldb.net/访问