An interpretable multiple-instance approach for the detection of referable diabetic retinopathy in fundus images

Abstract Diabetic retinopathy (DR) is one of the leading causes of vision loss across the world. Yet despite its wide prevalence, the majority of affected people lack access to the specialized ophthalmologists and equipment required for monitoring their condition. This can lead to delays in the star...

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Bibliographic Details
Main Authors: Alexandros Papadopoulos, Fotis Topouzis, Anastasios Delopoulos
Format: Article
Language:English
Published: Nature Publishing Group 2021-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-93632-8