消化内窥镜数据集

依托与国内多机中心机构及三甲医院消化病诊疗中心建立的合规临床数据合作机制，在严格遵循医学论理、患者隐私保护、数据安全脱敏的前提下，开展消化内窥镜影响数据的规范化采集与标注，覆盖消化电子内窥镜业务下多模块识别。

Relying on the compliant clinical data cooperation mechanism established with domestic multiple medical center institutions and tertiary hospital gastroenterology diagnosis and treatment centers, standardized collection and annotation of gastrointestinal endoscopy imaging data is conducted under the premise of strictly complying with medical ethics, patient privacy protection and data security de-identification, covering multi-module recognition within the business scope of electronic gastroenterology endoscopy.

搜集汇总

背景与挑战

背景概述

消化内窥镜数据集是一个基于国内多中心机构和三甲医院合规临床合作采集的图像数据集，严格遵循医学伦理和隐私保护，经过安全脱敏和规范化标注。该数据集规模为250GB，包含12项子数据集，支持Yolo、coco和labelme格式，用于胃肠镜检查中的病灶检测、器官查全等多项功能，并适配奥林巴斯、富士等主流内镜主机。