Published on in Vol 8 , No 11 (2020) :November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/23472, first published .
Deep Learning–Based Detection of Early Renal Function Impairment Using Retinal Fundus Images: Model Development and Validation

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

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

Eugene Yu-Chuan Kang 1, 2 , MD ;   Yi-Ting Hsieh 3 , MD, PhD ;   Chien-Hung Li 4 , MSc ;   Yi-Jin Huang 4 , MSc ;   Chang-Fu Kuo 2, 5 , MD, PhD ;   Je-Ho Kang 6 , MD ;   Kuan-Jen Chen 1, 2 , MD ;   Chi-Chun Lai 1, 2 , MD ;   Wei-Chi Wu 1, 2 , MD, PhD ;   Yih-Shiou Hwang 1, 2 , MD, PhD

1 Department of Ophthalmology , Chang Gung Memorial Hospital, Linkou Medical Center , Taoyuan , TW

2 College of Medicine , Chang Gung University , Taoyuan , TW

3 Department of Ophthalmology , National Taiwan University Hospital , Taipei , TW

4 Acer Healthcare Incorporated , New Taipei , TW

5 Center for Artificial Intelligence in Medicine , Chang Gung Memorial Hospital, Linkou Medical Center , Taoyuan , TW

6 Department of Nephrology , Yang Ming Hospital , Taoyuan , TW

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