Deep Learning–Based Detection of Early Renal Function Impairment Using Retinal Fundus Images: Model Development and Validation

BackgroundRetinal imaging has been applied for detecting eye diseases and cardiovascular risks using deep learning–based methods. Furthermore, retinal microvascular and structural changes were found in renal function impairments. However, a deep learning–based method using re...

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Bibliographic Details
Main Authors: Kang, Eugene Yu-Chuan, Hsieh, Yi-Ting, Li, Chien-Hung, Huang, Yi-Jin, Kuo, Chang-Fu, Kang, Je-Ho, Chen, Kuan-Jen, Lai, Chi-Chun, Wu, Wei-Chi, Hwang, Yih-Shiou
Format: Article
Language:English
Published: JMIR Publications 2020-11-01
Series:JMIR Medical Informatics
Online Access:http://medinform.jmir.org/2020/11/e23472/