Multi-Model Domain Adaptation for Diabetic Retinopathy Classification

Multi-Model Domain Adaptation for Diabetic Retinopathy Classification

Diabetic retinopathy (DR) is one of the most threatening complications in diabetic patients, leading to permanent blindness without timely treatment. However, DR screening is not only a time-consuming task that requires experienced ophthalmologists but also easy to produce misdiagnosis. In recent ye...

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Bibliographic Details
Main Authors: Guanghua Zhang, Bin Sun, Zhaoxia Zhang, Jing Pan, Weihua Yang, Yunfang Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Physiology
Subjects:
diabetic retinopathy classification
multi-model
domain adaptation
convolutional neural network
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2022.918929/full

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