数据集导航

医疗数据集导航 - 全部数据集（第 154 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 154 / 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
Health Record Dataset in Sri Lanka通用医学数据集诊断预测Synthetic Medical Symptoms & Diagnosis DatasetKagglehttps://www.kaggle.com/datasets/dewminimnaadi/health-record-dataset-in-sri-lanka访问
Pancreatic Cancer Biomedical Knowledge Graph肿瘤知识推理Biomedical knowledge graph for pancreatic cancerKagglehttps://www.kaggle.com/datasets?search=biomedical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
RadImageNet-VQA眼病多模态视觉问答Large-Scale CT and MRI Dataset for Radiologic Visual Question AnsweringHugging Facehttps://huggingface.co/datasets/raidium/RadImageNet-VQA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
ReXGradient-160K呼吸道疾病医学影像报告生成Large-scale publicly available dataset of chest radiographs with free-text reports, 160K+Hugging Facehttps://arxiv.org/pdf/2505.00228v2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
TrackRAD2025环境因素所致疾病医学影像肿瘤追踪Real-time tumor tracking for MRI-guided radiotherapy challenge dataset, 477 unlabeled + 50 labeled casesHugging Facehttps://doi.org/10.57967/hf/4539访问
European Multi-Center Breast Cancer MRI Dataset肿瘤MRI图像分类Multi-center breast cancer MRI dataset hosted on Hugging Face with cross-validation splitsHugging Facehttps://www.alphaxiv.org/overview/2506.00474访问
CT-ORG通用医学数据集CT器官分割3D CT, 140 Cases, 6 Categories of Organ SegmentationGitHubhttps://github.com/bbrister/ctOrganSegmentation访问
AutoPET肿瘤肿瘤分割3D PET-CT, 1214 Cases, Whole Body Tumor Segmentation, MICCAI 2022 & 2023Grand Challengehttps://autopet.grand-challenge.org/访问
TotalSegmentator通用医学数据集CT器官分割3D CT, 1204 Cases, 104 Categories of Whole Body Organ SegmentationGitHubhttps://github.com/wasserth/TotalSegmentator访问
NAFLD内分泌系统疾病病理图像疾病分类2D Pathological Imaging, 119828 Cases, 16 Categories of NAFLD ClassificationProject Homepagehttps://osf.io/gqutd/访问
TotalSegmentator V2通用医学数据集CT器官分割3D CT, 1228 Cases, 117 Categories of Whole Body Organ SegmentationGitHubhttps://github.com/wasserth/TotalSegmentator访问
3D Lower Limb Musculoskeletal Geometry肌肉骨骼疾病肌肉骨骼分割3D Lower Limb Musculoskeletal Geometry, 2 Cases, 130 Categories of Musculoskeletal SegmentationProject Homepagehttps://www.nature.com/articles/s41597-022-01905-2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
L2R-OASIS神经系统疾病MRI脑部分割配准3D MRI, 416 Cases, 35 Categories of Brain Segmentation and RegistrationGrand Challengehttps://learn2reg.grand-challenge.org/Datasets/访问
MRBrains13神经系统疾病MRI脑区分割3D MR T1/T1IR/FLAIR, 320 Cases, 3 Categories of Brain Region SegmentationProject Homepagehttps://mrbrains13.isi.uu.nl/index.html访问
Ultrasound Nerve Segmentation神经系统疾病超声神经分割2D Ultrasound, 11143 Cases, Cervical Nerve SegmentationKagglehttps://kaggle.com/competitions/ultrasound-nerve-segmentation访问
BraTS-TCGA-LGG神经系统疾病MRI肿瘤分割3D MRI, 65 Cases, Low Grade Glioma SegmentationTCIAhttps://www.cancerimagingarchive.net/analysis-result/brats-tcga-lgg/访问
BraTS-TCGA-GBM神经系统疾病MRI肿瘤分割3D MRI, 102 Cases, Glioblastoma Multiforme SegmentationTCIAhttps://www.cancerimagingarchive.net/analysis-result/brats-tcga-gbm/访问
PDDCA消化系统疾病CT器官分割3D CT, 48 Cases, 9 Categories of Head and Neck Organs SegmentationProject Homepagehttps://www.imagenglab.com/newsite/pddca/访问
BraTS18神经系统疾病MRI肿瘤分割3D MRI, 285 Cases, Brain Tumor Segmentation, MICCAI 2018Project Homepagehttps://www.med.upenn.edu/sbia/brats2018/data.html访问
ZuCo神经系统疾病脑电分析EEG sampling in reading, 146909 Cases, 3 CategoriesProject Homepagehttps://osf.io/q3zws/访问
iSeg神经系统疾病MRI脑组织分割3D MRI, 13 Cases, Brain Tissue Segmentation, MICCAI 2017 & 2019Project Homepagehttps://iseg2019.web.unc.edu/访问
StructSeg2019 Task1通用医学数据集CT器官分割3D CT, 50 Cases, 22 Categories of Head and Neck Organs Segmentation, MICCAI 2019Grand Challengehttps://structseg2019.grand-challenge.org/访问
StructSeg2019 Task2耳鼻咽喉疾病CT肿瘤分割3D CT, 50 Cases, Nasopharyngeal Carcinoma Segmentation, MICCAI 2019Grand Challengehttps://structseg2019.grand-challenge.org/访问
MSD Brain神经系统疾病MRI肿瘤分割3D mpMR, 484 Cases, Glioma SegmentationMedical Segmentation Decathlonhttp://medicaldecathlon.com/访问