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Mobile Technology: DrishtiCare: A Telescreening Platform for Diabetic Retinopathy Powered with Fundus Image Analysis

机译:移动技术:DrishtiCare:具有眼底图像分析功能的糖尿病性视网膜病变电视筛选平台

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摘要

Objective:Diabetic retinopathy is the leading cause of blindness in urban populations. Early diagnosis through regular screening and timely treatment has been shown to prevent visual loss and blindness. It is very difficult to cater to this vast set of diabetes patients, primarily because of high costs in reaching out to patients and a scarcity of skilled personnel. Telescreening offers a cost-effective solution to reach out to patients but is still inadequate due to an insufficient number of experts who serve the diabetes population. Developments toward fundus image analysis have shown promise in addressing the scarcity of skilled personnel for large-scale screening. This article aims at addressing the underlying issues in traditional telescreening to develop a solution that leverages the developments carried out in fundus image analysis.
机译:目的:糖尿病性视网膜病变是城市人群失明的主要原因。通过定期筛查和及时治疗的早期诊断已显示可以预防视力丧失和失明。迎合如此众多的糖尿病患者是非常困难的,主要是因为与患者接触的成本高昂,并且缺乏熟练的技术人员。远程筛查提供了一种具有成本效益的解决方案,可以覆盖患者,但由于为糖尿病人群提供服务的专家人数不足,仍然不够。眼底图像分析的发展已显示出有望解决大规模筛查技术人员短缺的问题。本文旨在解决传统远程筛查中的潜在问题,以开发一种解决方案,以利用眼底图像分析中进行的开发。

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