Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy

Early diagnosis and treatment of diabetic retinopathy (DR) can reduce the risk of vision loss. There are five stages of DR consisting of no DR, mild DR, moderate DR, severe DR, and proliferate DR. This paper presents a multitask deep learning model to detect all the five stages of DR more accurately...

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Bibliographic Details
Main Authors: Sharmin Majumder, Nasser Kehtarnavaz
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9526554/