ERCPMP-v5: An Endoscopic Image and Video Dataset for Recognition of Colorectal Polyps Morphology and Pathology

ERCPMP-v5 is an Endoscopic Image and Video Dataset for Recognition of Colorectal Polyps Morphology and Pathology. This dataset contains demographic, morphological and pathological data, endoscopic images and videos of 217 patients (More than 430 Anonymized Images & Videos) with colorectal polyps. Morphological data is included based on the latest international gastroenterology classification references such as Paris, Pit and JNET classification. Pathological data includes the diagnosis of the polyps including Tubular, Villous, Tubulovillous, Hyperplastic, Serrated, Inflammatory and Adenocarcinoma with Dysplasia Grade & Differentiation. ERCPMP is prepared and organized by a team of Gastroenterology, Hematology, Oncology and Artificial Intelligence Experts. ERCPMP-v5 is the current version of this dataset and in the later versions, the morphological and pathological data, images and videos will be completed. The latest version and more information is also available in DataBioX via: https://databiox.com

搜集汇总

背景与挑战

背景概述

ERCPMP-v5是一个专注于结直肠息肉形态学和病理学识别的内镜图像与视频数据集，包含217名患者的超过430个匿名图像和视频，并整合了基于国际分类标准的形态学数据（如巴黎、Pit和JNET分类）以及详细的病理学诊断信息（包括息肉类型和分级）。该数据集由胃肠病学、人工智能等多领域专家团队构建，旨在支持医学研究和算法开发，当前为v5版本，后续将持续更新扩展。