mBRSET, a Mobile Brazilian Retinal Dataset

The Mobile Brazilian Retinal Dataset (mBRSET) presents a pioneering collection of retinal images captured via portable cameras, encompassing a diverse range of ethnic backgrounds from Itabuna, Bahia, Brazil. Comprising 5164 images from 1291 patients diagnosed with diabetes, this dataset is augmented with clinical and demographic metadata. Its significance lies in its provision as a resource for the development and validation of algorithms tailored for portable retinal cameras, which are increasingly being deployed, particularly in low and middle-income countries. By providing a dataset of retinal fundus photos captured via portable cameras, mBRSET offers an opportunity to develop and validate computer vision models for diabetic retinopathy. This resource has the potential to contribute to advancements in medical imaging and diagnostic technologies.移动设备拍摄巴西视网膜数据集（mBRSET）是一款开创性的视网膜图像数据集，其图像均由便携式相机拍摄，涵盖来自巴西巴伊亚州伊塔布纳市的多元族群群体。该数据集包含1291名确诊糖尿病患者的5164张图像，并附带临床与人口统计学元数据。该数据集的核心价值在于，其可作为专为便携式视网膜相机开发与验证定制化算法的资源——这类便携式成像设备在中低收入国家的部署正愈发普及。凭借便携式相机拍摄的视网膜眼底照片数据集，mBRSET为开发与验证糖尿病视网膜病变相关的计算机视觉模型提供了宝贵契机。该数据集有望推动医学影像与诊断技术的发展。

搜集汇总

背景与挑战

背景概述

mBRSET是一个巴西移动视网膜数据集，包含5164张通过便携式手持相机捕获的视网膜图像，来自1291名糖尿病患者，并附有丰富的临床和人口统计元数据。该数据集专为开发和验证便携式视网膜相机的计算机视觉算法设计，特别针对低收入和中等收入国家的糖尿病视网膜病变筛查，是首个公开可用的手持相机视网膜图像集合，涵盖多样种族背景以促进公平的AI模型研究。