数据集导航

医疗数据集导航 - 全部数据集（第 158 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 158 / 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
PanNuke通用医学数据集病理图像细胞核分割2D Pathology, 7904 Cases, 6 Categories of Nuclear SegmentationProject Homepagehttps://warwick.ac.uk/fac/sci/dcs/research/tia/data/pannuke访问
SICAPv2泌尿生殖系统疾病病理图像癌症分级Prostate Pathology Segmentation Dataset, 18783 Cases, 4 Categories of Prostate Cancer GradeMendeleyhttps://data.mendeley.com/datasets/9xxm58dvs3/1访问
MitoEM2021通用医学数据集细胞器分割3D Histopathology Imaging, 2 Cases, Mitochondria SegmentationISBIhttps://mitoem.grand-challenge.org/访问
CoCaHis消化系统疾病病理图像癌症分割2D Pathological Imaging, 82 Cases, 2 Categories of Colon Cancer Tissue SegmentationProject Homepagehttps://durrlab.github.io/C3VD/访问
ARCH通用医学数据集多模态图文检索2D Pathological Imaging, 11816 Cases, Pathological Images and Text DescriptionsProject Homepagehttps://warwick.ac.uk/fac/cross_fac/tia/data/arch访问
Malaria Cell Images感染疾病分类2D Microscopic Imaging, 27558 Cases, 2 Categories of Malaria ClassificationProject Homepagehttps://www.kaggle.com/datasets/salmanmaq/m2caiseg访问
SegPC21血液与淋巴系统疾病细胞分割2D Microscopic Imaging, 498 Cases, 2 Categories of Myeloma Segmentation, ISBI 2021Grand Challengehttps://segpc-2021.grand-challenge.org/SegPC-2021/访问
MHIST消化系统疾病病理图像疾病分类2D Pathological Imaging, 3152 Cases, 2 Categories of Colon Polyps ClassificationProject Homepagehttps://www.kaggle.com/datasets/salmanmaq/m2caiseg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
CoNIC2022通用医学数据集病理图像细胞核分割2D Pathological Imaging, 4981 Cases, 7 Categories of Nuclei within Tissues Segmentation, ISBI 2022Grand Challengehttps://conic-challenge.grand-challenge.org/访问
NeurIPS 2022 Cell Seg通用医学数据集细胞分割2D Microscopic Imaging, 3022 Cases, Cell Instance Segmentation, NeurIPS 2022Grand Challengehttps://neurips22-cellseg.grand-challenge.org/访问
BRACS肿瘤病理图像癌症分类2D Pathological Imaging, 4539 ROIs/547 WSIs, 7 Categories of Breast Cancer Subtype ClassificationProject Homepagehttps://www.heywhale.com/mw/dataset/61d3e5682d30dc001701f728访问
MIDOG++肿瘤病理图像细胞分类2D Pathological Imaging, 22688 Cases, 2 Categories of Tumor Tissue Mitotic ClassificationGitHubhttps://www.kaggle.com/datasets/salmanmaq/m2caiseg访问
SegPANDA200泌尿生殖系统疾病病理图像组织分割2D Pathological Imaging, 100960 Cases, 6 Categories of Prostate Tissue SegmentationProject Homepagehttps://link.springer.com/chapter/10.1007/978-3-031-44917-8_25访问
MIST-HER2通用医学数据集病理图像图像转换2D Pathological Imaging, 22688 Cases, 4 Categories of HER2 Biomarkers Image TransformationProject Homepagehttps://www.kaggle.com/datasets/salmanmaq/m2caiseg访问
KPIs通用医学数据集病理图像组织分割2D Pathological Imaging, 10428 Patches, Glomerular Tissue Segmentation, MICCAI 2024Project Homepagehttps://sites.google.com/view/kpis2024访问
SEED神经系统疾病情绪识别Public Emotion Dataset, EEG-based emotion recognitionProject Homepagehttps://bcmi.sjtu.edu.cn/home/seed/seed.html访问
SEED-IV神经系统疾病情绪识别Emotion Recognition with expanded emotion categories, multimodal dataProject Homepagehttps://bcmi.sjtu.edu.cn/home/seed/seed.html访问
IU-Xray呼吸道疾病多模态报告生成7470 Frontal or Lateral Chest X-ray Images with 3955 Corresponding ReportsPaperWithCodehttps://paperswithcode.com/dataset/iu-x-ray访问
Linguistic Meaning神经系统疾病语义解码fMRI and Semantic Vector Representations for semantic decodingProject Homepagehttps://learn2reg.grand-challenge.org/Datasets/访问
VQA-RAD眼病多模态视觉问答VQA, 3515 Cases QA Pair, radiology visual question answeringProject Homepagehttps://osf.io/89kps/访问
ImageClef-2019-VQA-Med眼病多模态视觉问答VQA, 15292 Cases QA Pair, medical visual question answeringProject Homepagehttps://www.imageclef.org/2019/medical/vqa/访问
ZuCo 2.0神经系统疾病多模态脑电文本EEG-to-text dataset, eye-tracking and EEG during natural readingProject Homepagehttps://osf.io/2urht/访问
PathVQA眼病多模态视觉问答VQA, 32799 Cases QA Pair, pathology visual question answeringGrand Challengehttps://pathvqachallenge.grand-challenge.org/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