End-to-end diabetic retinopathy grading based on fundus fluorescein angiography images using deep learning-Reference-Cited by-同舟云学术

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End-to-end diabetic retinopathy grading based on fundus fluorescein angiography images using deep learning

Published:2022-01-23 Issue:5 Volume:260 Page:1663-1673
ISSN:0721-832X
Container-title:Graefe's Archive for Clinical and Experimental Ophthalmology
language:en
Short-container-title:Graefes Arch Clin Exp Ophthalmol

Author:

Gao Zhiyuan,Jin Kai,Yan Yan,Liu Xindi,Shi Yan,Ge Yanni,Pan Xiangji,Lu Yifei,Wu Jian,Wang Yao,Ye Juan^ORCID

Funder

the National Key Research and Development Program of China

Zhejiang Provincial Key Research and Development Plan

the Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Cellular and Molecular Neuroscience,Sensory Systems,Ophthalmology

Link

https://link.springer.com/content/pdf/10.1007/s00417-021-05503-7.pdf

Reference38 articles.

1. Cheung N, Mitchell P, Wong TY (2010) Diabetic retinopathy. The Lancet 376(9735):124–136. https://doi.org/10.1016/s0140-6736(09)62124-3

2. Yau JWY, Rogers SL, Kawasaki R, Lamoureux EL, Kowalski JW, Bek T, Chen SJ, Dekker JM, Fletcher A, Grauslund J, Haffner S, Hamman RF, Ikram MK, Kayama T, Klein BEK, Klein R, Krishnaiah S, Mayurasakorn K, O’Hare JP, Orchard TJ, Porta M, Rema M, Roy MS, Sharma T, Shaw J, Taylor H, Tielsch JM, Varma R, Wang JJ, Wang NL, West S, Xu L, Yasuda M, Zhang XZ, Mitchell P, Wong TY, Meta-EYE Study (2012) Global prevalence and major risk factors of diabetic retinopathy. Diabetes Care 35(3):556–564. https://doi.org/10.2337/dc11-1909

3. Lu JY, Ma XJ, Zhou J, Zhang L, Mo YF, Ying LW, Lu W, Zhu W, Bao YQ, Vigersky RA, Jia WP (2018) Association of time in range, as assessed by continuous glucose monitoring, with diabetic retinopathy in type 2 diabetes. Diabetes Care 41(11):2370–2376. https://doi.org/10.2337/dc18-1131

4. Lee R, Wong TY, Sabanayagam C (2015) Epidemiology of diabetic retinopathy, diabetic macular edema and related vision loss. Eye Vis 2:17. https://doi.org/10.1186/s40662-015-0026-2

5. Stitt AW, Curtis TM, Chen M, Medina RJ, McKay GJ, Jenkins A, Gardiner TA, Lyons TJ, Hammes HP, Simo R, Lois N (2016) The progress in understanding and treatment of diabetic retinopathy. Prog Retin Eye Res 51:156–186. https://doi.org/10.1016/j.preteyeres.2015.08.001

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4. FFA-GPT: an automated pipeline for fundus fluorescein angiography interpretation and question-answer;npj Digital Medicine;2024-05-03

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