数据集导航 · 消化系统疾病

消化系统疾病数据集（第 7 页）

思陌医疗数据服务整理的消化系统疾病公开数据集，共 530 个，覆盖该领域多模态数据，助力医疗AI研发选型。

共 200 个数据集 · 第 7 / 7 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
SUN Colonoscopy Video消化系统疾病息肉分割2D Endoscopy, 158690 Cases, Polyp SegmentationProject Homepagehttp://amed8k.sundatabase.org/访问
EndoVisSub2018-RoboticSceneSegmentation消化系统疾病场景分割2D Endoscopy, 7274 Cases, Robotic Surgery Scene Segmentation, MICCAI 2018Grand Challengehttps://endovissub2018-roboticscenesegmentation.grand-challenge.org/Home/访问
EndoSLAM消化系统疾病三维重建2D Endoscopy, 64577 Cases, 3D ReconstructionGitHubhttps://github.com/CapsuleEndoscope/EndoSLAM访问
m2caiseg消化系统疾病场景分割2D Endoscopy, 307 Cases, 19 Categories of Abdominal Organs and Surgical Equipment SegmentationKagglehttps://www.kaggle.com/datasets/salmanmaq/m2caiseg访问
GlaS消化系统疾病病理图像腺体分割2D Pathological Imaging, 165 Cases, Colorectal Gland Tissue Segmentation, MICCAI 2015Project Homepagehttps://warwick.ac.uk/services/gov/calendar/section2/regulations/computing/访问
DigestPath2019消化系统疾病病理图像病灶分割2D Pathological Imaging, 250 Cases, Digestive System Pathology Segmentation and Detection, MICCAI 2019Grand Challengehttps://digestpath2019.grand-challenge.org/Home/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
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
EndoBench消化系统疾病多模态内镜分析6832 clinically validated VQA samples, gastroscopy/colonoscopy/capsule/surgical endoscopy, 12 tasks 2025Hugging Facehttps://arxiv.org/abs/2505.23601v1访问
AbdomenAtlas 3.0消化系统疾病多模态腹部CT报告生成9262 3D CT scans with paired reports, 8562 tumor instances, 3D abdominal CT report generation/tumor segmentation ICCV 20GitHubhttps://arxiv.org/pdf/2501.04678访问
HCC-TACE-Seg消化系统疾病CT肝癌分割HCC patients pre-TACE CT, tumour + liver segmentationTCIAhttps://www.cancerimagingarchive.net/collection/hcc-tace-seg/访问
Multi-phase CT liver-tumor differential diagnosis消化系统疾病CT肝肿瘤鉴别Multi-phase CT, multi-class liver tumors with diagnosis labels 2025Nature Sci Datahttps://www.nature.com/articles/s41597-025-06343-4访问
PolypGen消化系统疾病息肉分割1,537 images + 2,225 seq + 4,275 neg frames, pixel-level polyp masks, 6 centres 2023GitHubhttps://github.com/DebeshJha/PolypGen访问
HyperKvasir消化系统疾病内镜图像分类Labeled normal anatomical landmarks and polyp/lesion frames in colonoscopy 2020Nature Sci Datahttps://www.nature.com/articles/s41597-020-00622-y访问
AbdomenAtlas Full消化系统疾病CT腹部器官分割20,460 CT scans, 25 abdominal structures, largest abdominal datasetGitHubhttps://github.com/MrGiovanni/AbdomenAtlas访问
AbdomenAtlas 1.1消化系统疾病CT腹部器官分割8,448 CT scans, 25 abdominal structures with full annotationsGitHubhttps://github.com/MrGiovanni/AbdomenAtlas访问
AMOS消化系统疾病腹部器官分割500 CT/MRI scans, 15 abdominal organs, multi-center multi-vendorZenodohttps://zenodo.org/record/7262581访问
肝癌多模态CT影像数据集 V1.0消化系统疾病肝脏疾病影像肝癌、脂肪肝、药物性肝损伤、酒精肝、胆结石等疾病的CT影像和X射线图像数据，多家医疗机构国家人口健康科学数据中心https://www.ncmi.cn/phda/browse.html访问
SonoDQS Ultrasound Gastrointestinal Tumor消化系统疾病超声胃肠肿瘤检测Ultrasound dataset for gastrointestinal tumor detection and quality assessmentNidusAIhttps://ultrasound-open-access.nidusai.ca/访问
ETIS-LaribPolyp Colonoscopy消化系统疾病息肉分割Colonoscopy still images, 196 images, 1225x966p, polyp segmentation, free for researchETIShttps://arxiv.org/html/2507.00209v3访问