数据集导航
医疗数据集导航 - 全部数据集（第 167 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
全部 5035
肿瘤 579
神经系统疾病 507
心血管系统疾病 462
耳鼻咽喉疾病 451
眼病 412
皮肤与结缔组织疾病 399
泌尿生殖系统疾病 362
内分泌系统疾病 352
医学文本与大模型 285
呼吸道疾病 245
口颌系统疾病 219
消化系统疾病 200
免疫系统疾病 137
通用医学数据集 136
血液与淋巴系统疾病 106
感染 96
创伤与损伤 66
肌肉骨骼疾病 14
化学诱发性障碍 4
环境因素所致疾病 3
共 5035 个数据集 · 第 167 / 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 |
|---|---|---|---|---|---|---|---|---|
| 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 Central | arXiv | https://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 database | Amsterdam UMC | https://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, Inselspital | Bern University Hospital | https://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-IV | PhysioNet | https://physionet.org/content/mimic-iv-ed/2.2/ | 访问 | ||
| MIMIC-IV-Note | 医学文本与大模型 | 文本 | 临床文本 | Deidentified clinical notes from MIMIC-IV | PhysioNet | https://physionet.org/content/mimic-iv-note/2.2/ | 访问 | |
| i2b2 n2c2 NLP Research Data Sets | 医学文本与大模型 | 文本 | 临床NLP | Several datasets of deidentified clinical notes with annotations for NLP tasks (de-identification, relation extraction) | n2c2 | https://www.i2b2.org/NLP/DataSets/ | 访问 | |
| mtsamples Medical Transcriptions | 医学文本与大模型 | 文本 | 医疗文本 | Large collection of transcribed medical sample reports | mtsamples | https://www.mtsamples.com/ | 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 challenge | Kaggle/RSNA | https://www.kaggle.com/c/rsna-intracranial-hemorrhage-detection | 访问 | |
| INDI International Neuroimaging Data-Sharing Initiative | 神经系统疾病 | 神经影像共享 | International neuroimaging data-sharing initiative, multiple neuroimaging datasets | INDI | https://www.i2b2.org/NLP/DataSets/ | 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 imaging | BossDB | https://registry.opendata.aws/bossdb/ | 访问 | ||
| RadGraph | 医学文本与大模型 | 文本 | 放射报告知识图谱 | Radiology report entities and relations, knowledge graph from radiology reports | PhysioNet | https://physionet.org/content/radgraph/1.0.0/ | 访问 | |
| RadNLI | 医学文本与大模型 | 文本 | 自然语言推理 | Radiology report natural language inference dataset | PhysioNet | https://physionet.org/content/radnli-report-inference/1.0.0/ | 访问 | |
| RadQA | 医学文本与大模型 | 文本 | 放射报告问答 | Radiology report question answering dataset | PhysioNet | https://physionet.org/content/radqa/1.0.0/ | 访问 | |
| e_ophtha | 眼病 | 糖网检测 | Database of retinal images used for detection of diabetic retinopathy | e_ophtha | https://www.adcis.net/en/third-party/e-ophtha/ | 访问 | ||
| A-Fundus Pediatric Fundus | 眼病 | 儿童眼底 | Pediatric fundus images dataset | A-Fundus | https://data.mendeley.com/datasets/nk9r-fdrbp/1 | 访问 | ||
| PAD-UFES-20 Skin Lesion | 皮肤与结缔组织疾病 | 皮肤病变分类 | Skin lesion images with clinical data, 20 skin lesions types, Federal University of Espirito Santo | PAD-UFES | https://data.mendeley.com/datasets/zr7vgbcyr2/1 | 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 spots | DeepSpot-M | https://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 dataset | Cell Painting | https://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 Institute | Allen Institute | https://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 datasets | Broad Institute | https://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 sites | GTEx | https://gtexportal.org/home/ | 访问 | ||
| ArrayExpress | 通用医学数据集 | 功能基因组学 | Functional genomics experiments archive from EBI | EBI | https://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 conditions | EBI | https://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 cells | HPA | https://www.proteinatlas.org/ | 访问 | ||
| Metabolomics Workbench | 内分泌系统疾病 | 代谢组学数据 | Public repository for metabolomics data and metadata | Metabolomics Workbench | https://www.metabolomicsworkbench.org/ | 访问 | ||
| LinkedOmics | 肿瘤 | 多组学分析 | Web portal integrating TCGA data with CPTAC proteomic data, multi-omics cancer analysis | LinkedOmics | http://www.linkedomics.org/ | 访问 | ||
| CCLE Cancer Cell Line Encyclopedia | 肿瘤 | 癌细胞系分析 | Cancer cell line encyclopedia, genomic and pharmacologic profiling of cancer cell lines | Broad Institute | https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/cc-zero.svg | 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 BIDMC | PhysioNet | https://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 signs | VitalDB | https://vitaldb.net/ | 访问 | ||
| mHealth Dataset | 通用医学数据集 | 活动识别 | Body motion and vital signs data from mobile health sensors | mHealth | https://archive.ics.uci.edu/dataset/319/mhealth+dataset | 访问 |