Screening of Common Retinal Diseases Using Six-Category Models Based on EfficientNet

PurposeA six-category model of common retinal diseases is proposed to help primary medical institutions in the preliminary screening of the five common retinal diseases.MethodsA total of 2,400 fundus images of normal and five common retinal diseases were provided by a cooperative hospital. Two six-c...

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Bibliographic Details
Main Authors: Shaojun Zhu, Bing Lu, Chenghu Wang, Maonian Wu, Bo Zheng, Qin Jiang, Ruili Wei, Qixin Cao, Weihua Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-02-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2022.808402/full