数据集导航 · 医学文本与大模型

医学文本与大模型数据集（第 10 页）

思陌医疗数据服务整理的医学文本与大模型公开数据集，共 298 个，覆盖该领域多模态数据，助力医疗AI研发选型。

共 285 个数据集 · 第 10 / 10 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
Asclepius医学文本与大模型多模态视觉问答3232 QA pairs, 15 medical specialties, 3 categories 8 sub-categories clinical tasks, spectrum evaluation ACL 2025GitHubhttps://arxiv.org/abs/2402.11217访问
Neurofibromatosis Type 1 Clinical Symptoms医学文本与大模型疾病分类National NF1 database with 331 probands with tumors, familial and sporadic casesUCIhttps://www.archive.ics.uci.edu/datasets?Keywords=diagnosis访问
TITAN医学文本与大模型病理图像病理分类Published in Nature Medicine, TCGA-UT-8K pathology ROI classification benchmark, foundation model for computational pathGitHubhttps://github.com/mahmoodlab/TITAN访问
TCGA-UT-8K医学文本与大模型病理图像病理分类Pathology ROI classification benchmark released with TITAN, Nature Medicine 2025GitHubhttps://github.com/mahmoodlab/TITAN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
JMED 京东健康医疗对话数据集医学文本与大模型文本医疗对话源自京东健康互联网医院匿名医患对话，1k份高质量临床记录，覆盖0-90岁和多个专业，21个回答选项 2025京东健康https://hyper.ai/cn/news/39375访问
CheXpert Plus医学文本与大模型多模态报告生成223,462 unique pairs of radiology reports and chest X-raysStanfordhttps://aimi.stanford.edu/shared-datasets访问
BioASQ Biomedical QA医学文本与大模型文本生物医学问答Biomedical question answering and semantic indexing datasetBioASQhttp://bioasq.org/访问
CUPCase Clinically Uncommon Patient Cases医学文本与大模型文本罕见病诊断3,562 real-world case reports from BMC, rare diseases and uncommon presentations, diagnoses in open-ended and multiple-carXivhttps://arxiv.org/pdf/2503.06204v1访问
MIMIC-IV-Note医学文本与大模型文本临床文本Deidentified clinical notes from MIMIC-IVPhysioNethttps://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NLPSeveral datasets of deidentified clinical notes with annotations for NLP tasks (de-identification, relation extraction)n2c2https://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 reportsmtsampleshttps://www.mtsamples.com/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 reportsPhysioNethttps://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 datasetPhysioNethttps://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 datasetPhysioNethttps://physionet.org/content/radqa/1.0.0/访问