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 8 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 8 / 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
Healthcare Information Retrieval Dataset医学文本与大模型文本信息检索Dataset for high-accuracy search and relevance assessment within electronic medical record systemsKagglehttps://www.kaggle.com/datasets/colabsss/healthcare-information-retrieval-dataset访问
WorldMedQA-V医学文本与大模型多模态医学问答Multilingual and multimodal medical examination dataset from Brazil, Israel, Japan, Spain with medical imagesHugging Facehttps://huggingface.co/datasets/WorldMedQA/V访问
MedTrinity-25M医学文本与大模型多模态视觉问答Large-scale multimodal dataset with multigranular annotations, 25M images across 10 modalities, 65+ diseasesHugging Facehttps://github.com/UCSC-VLAA/MedTrinity-25M访问
MedPT医学文本与大模型文本医学问答Large-scale medical question answering dataset for Brazilian-Portuguese speakers, 384K+ entriesHugging Facehttps://huggingface.co/datasets/AKCIT/MedPT访问
UltraMedical医学文本与大模型文本指令微调Large-scale biomedical instruction dataset, 410K synthetic and curated samplesHugging Facehttps://github.com/TsinghuaC3I/UltraMedical访问
3D-RAD医学文本与大模型多模态视觉问答Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic TasksOpenReviewhttps://openreview.net/forum?id=VB2cgrlikN访问
MedFMC医学文本与大模型医学影像少样本分类2D, 22349 Cases, 5 Tasks of Disease Classification, few-shot medical classification benchmarkGitHubhttps://github.com/wllfore/MedFMC_fewshot_baseline访问
ICPR-HEp-2医学文本与大模型细胞分类2D Cell Fluorescence Microscopy Imaging, 14K, 6 Categories of Cell ClassificationProject Homepagehttps://www.heywhale.com/mw/dataset/5ec3c6883241a100378d5d4a访问
LC25000医学文本与大模型病理图像组织分类2D Pathological Imaging, 25000 Cases, 5 Categories of Pathological Image ClassificationGitHubhttps://github.com/tampapath/lung_colon_image_set访问
Chaoyang医学文本与大模型病理图像疾病分类2D Pathological Imaging, 6160 Cases, 4 Categories of Colonic Lesions ClassificationGitHubhttps://durrlab.github.io/C3VD/访问
MedICaT医学文本与大模型多模态视觉问答VQA, 217060 Cases QA Pair, medical image captioning and VQAGitHubhttps://www.kaggle.com/datasets/salmanmaq/m2caiseg访问
webMedQA医学文本与大模型文本医学问答QA, 63284 Cases QA Pair, web-based medical question answeringGitHubhttps://github.com/hejunqing/webMedQA/tree/master访问
PubMedQA医学文本与大模型文本医学问答QA, 1000 Cases Expert annotation QA Pair, biomedical research question answeringProject Homepagehttps://pubmedqa.github.io/访问
MedDialog-CN医学文本与大模型文本医疗对话QA, 1.1M Cases QA Pair, Chinese medical dialogue datasetGitHubhttps://www.kaggle.com/datasets/salmanmaq/m2caiseg访问
Chinese Medical Dialogue Dataset医学文本与大模型文本医疗对话QA, 792K Cases QA Pair, Chinese medical dialogueProject Homepagehttps://durrlab.github.io/C3VD/访问
MedMCQA医学文本与大模型文本医学问答QA, 193155 Cases QA Pair, medical entrance exam MCQsHugging Facehttps://www.kaggle.com/datasets/salmanmaq/m2caiseg访问
PadChest医学文本与大模型X光疾病分类160,000 images from 67,000 patients, 174 radiographic findings, hierarchical taxonomyGitHubhttp://bimcv.cipf.es/bimcv-projects/padchest/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
BioASQ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
Medical Transcriptions医学文本与大模型文本医疗文本Medical transcription data for NLP tasksKagglehttps://www.kaggle.com/tboyle10/medicaltranscriptions访问
Augmented Clinical Notes Asclepius医学文本与大模型文本临床笔记生成167k synthetic clinical notes with discharge summaries and comprehensive medical histories 2026Hugging Facehttps://huggingface.co/datasets/starmpcc/Asclepius-Synthetic-Clinical-Notes访问
Med_Dataset医学文本与大模型文本医疗对话100k real doctor-patient interactions across medical specialties with diagnoses and treatment 2026Hugging Facehttps://huggingface.co/datasets/Med-dataset/Med_Dataset访问
Medical Medicine Dataset医学文本与大模型文本药物信息700 medications with therapeutic uses, side effects, descriptions for medical chatbots 2026Hugging Facehttps://huggingface.co/datasets/darkknight25/medical_medicine_dataset访问
MedFit Dataset医学文本与大模型文本医学问答6,444 healthcare Q&A pairs for fine-tuning medical chatbot language models 2026Hugging Facehttps://huggingface.co/datasets/mlx-community/medfit-dataset访问
CNTXTAI Medical Case Studies医学文本与大模型文本临床病例Diverse clinical cases from chronic diseases to acute conditions from academic publications 2026Hugging Facehttps://huggingface.co/datasets/CNTXTAI0/CNTXTAI_Medical_Case_Studies访问
Hindi English and Punjabi Healthcare Datasets医学文本与大模型文本多语言医疗Multilingual healthcare datasets covering medical diagnoses, disease names in three languages 2026Zenodohttps://zenodo.org/records/14599295访问
Multi-RADS医学文本与大模型文本报告分类Synthetic Radiology Report Dataset, 1600 synthetic reports covering 17 imaging findings, RADS classification 2026GitHubhttps://arxiv.org/pdf/2601.03232访问
Bones and Joints B&J Benchmark医学文本与大模型多模态临床推理1245 QA pairs spanning 7 clinical competency tasks, X-ray/CT/MRI, VQA & treatment planning 2025Hugging Facehttps://arxiv.org/pdf/2512.22275访问
MediEval医学文本与大模型文本自然语言推理37144 medical statements from 2015 hospital admissions, patient-contextual reasoning, NLI 2025GitHubhttps://arxiv.org/pdf/2512.20822访问
TCM-BEST4SDT医学文本与大模型文本中医辨证600 questions including 300 clinical syndrome differentiation cases, TCM benchmark 2025GitHubhttps://arxiv.org/pdf/2512.02816访问