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.

移动巴西视网膜数据集（mBRSET）展示了一组开创性的视网膜图像，这些图像通过便携式相机捕捉，涵盖了来自巴西伊塔布纳州巴伊亚地区多样化的种族背景。该数据集包含1291名被诊断为糖尿病患者的5164张图像，并附加了临床和人口统计数据。其重要性在于为便携式视网膜相机的算法开发与验证提供了资源，便携式视网膜相机正日益被部署，尤其是在低收入和中等收入国家。通过提供便携式相机捕捉的视网膜眼底照片数据集，mBRSET为开发与验证用于糖尿病视网膜病变的计算机视觉模型提供了机会。此资源有潜力促进医学影像和诊断技术的进步。

搜集汇总

背景与挑战

背景概述

mBRSET是一个包含5164张视网膜图像的巴西移动数据集，来自1291名糖尿病患者，具有详细的临床和人口统计元数据。该数据集专注于便携式相机拍摄的图像，旨在支持糖尿病视网膜病变的筛查算法开发，特别关注低中收入国家的应用场景。