数据集导航

医疗数据集导航 - 全部数据集（第 157 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 157 / 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
AIDA-E2消化系统疾病疾病分类2D Endoscopy, 262 Cases, 3 Categories of Digestive Tract Disease Classification, ISBI 2016Grand Challengehttps://isbi-aida.grand-challenge.org/访问
Cholec80眼病动作识别Cholecystectomy Surgery Video Dataset, 370168 frames, 14 Categories of Surgical Action TypesGitHubhttps://github.com/CAMMA-public/TF-Cholec80访问
The Nerthus Dataset消化系统疾病质量评估2D Endoscopy, 5525 Cases, 4 Categories of Intestinal Cleansing Levels ClassificationProject Homepagehttps://datasets.simula.no/nerthus/访问
Robotic Instrument Segmentation消化系统疾病器械分割2D Endoscopy, 3000 Cases, 4 Categories of Surgical Instruments Segmentation, MICCAI 2017Grand Challengehttps://endovissub2017-roboticinstrumentsegmentation.grand-challenge.org/访问
SCARED消化系统疾病深度估计2D Endoscopy, endoscope depth estimation benchmark, MICCAI 2019Grand Challengehttps://endovissub2019-scared.grand-challenge.org/Home/访问
EAD 2019消化系统疾病病灶分割2D Endoscopy, 2991 Cases, 7 Categories of Esophageal, Colon, Stomach SegmentationGrand Challengehttps://ead2019.grand-challenge.org/EAD2019/访问
Kvasir-SEG消化系统疾病息肉分割2D Endoscopy, 1160 Cases, Colon Polyp SegmentationGitHubhttps://github.com/DebeshJha/2020-MediaEval-Medico-polyp-segmentation/tree/master访问
SARAS-ESAD消化系统疾病动作识别2D Endoscopy, 33398 Cases, 21 Categories of Surgical Action RecognitionGrand Challengehttps://saras-esad.grand-challenge.org访问
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
Sinus Surgery Endoscopic Image Datasets耳鼻咽喉疾病器械分割2D Rhinoscopy, 9003 Cases, Surgical Instrument SegmentationGitHubhttps://github.com/SURA23/Sinus-Surgery-Endoscopic-Image-Datasets?tab=readme-ov-file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
Herlev-Cervical Smear泌尿生殖系统疾病病理图像细胞分类2D Histopathology, 917 Cases, 7 Categories of Cervical Smear ClassificationProject Homepagehttps://mde-lab.aegean.gr/index.php/downloads/访问
Corneal Nerve神经系统疾病疾病分类2D Microscopic Imaging, 90 Cases, 2 Categories of Corneal Abnormality ClassificationProject Homepagehttps://durrlab.github.io/C3VD/访问
Malignant Lymphoma Classification血液与淋巴系统疾病病理图像癌症分类2D Pathological Sections, 374 Cases, 3 Categories of Malignant Lymphoma ClassificationKagglehttps://www.kaggle.com/datasets/salmanmaq/m2caiseg访问
Corneal Nerve Tortuosity神经系统疾病疾病分级2D Microscopic Imaging, 30 Cases, 3 Categories of Corneal Nerve Distortion GradeProject Homepagehttps://durrlab.github.io/C3VD/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
HuSHeM泌尿生殖系统疾病细胞分类2D Microscopic Imaging, 216 Cases, 4 Categories of Sperm ClassificationMendeleyhttps://data.mendeley.com/datasets/tt3yj2pf38/3访问
MoNuSeg通用医学数据集细胞核分割2D Microscopic Imaging, 53 Cases, Nucleus Segmentation, MICCAI 2018Grand Challengehttps://www.kaggle.com/datasets/salmanmaq/m2caiseg访问
Cervix93泌尿生殖系统疾病病理图像细胞分类2D Pathological Imaging, 331 Cases, Pap test grades ClassificationGitHubhttps://github.com/parham-ap/cytology_dataset访问
PatchCamelyon肿瘤病理图像癌症分类2D Pathological Imaging, 327680 Cases, Breast Cancer Metastasis Classification, CAMELYON16Project Homepagehttps://patchcamelyon.grand-challenge.org/访问
ICIAR 2018 BACH Task1肿瘤病理图像癌症分类2D Histology Imaging, 400 Cases, 4 Categories of Breast Cancer Classification, ICIAR 2018Grand Challengehttps://iciar2018-challenge.grand-challenge.org/Dataset/访问
ICIAR 2018 BACH Task2肿瘤病理图像癌症分割2D Histology Imaging, 30 Cases, 3 Categories of Breast Cancer Segmentation, ICIAR 2018Grand Challengehttps://iciar2018-challenge.grand-challenge.org/Dataset/访问
CORN神经系统疾病神经分割2D Microscopic Imaging, 1698 Cases, Corneal Nerve SegmentationProject Homepagehttps://durrlab.github.io/C3VD/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
Leukemia血液与淋巴系统疾病细胞分类2D Microscopic Imaging, 1867 Cases, 2 Categories of Leukemia Cell ClassificationKagglehttps://learn2reg.grand-challenge.org/Datasets/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
Complete Blood Count血液与淋巴系统疾病细胞计数2D Blood Smear, 360 Cases, 3 Categories of Blood Cell CountGitHubhttps://durrlab.github.io/C3VD/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