Automated machine learning–based classification of proliferative and non-proliferative diabetic retinopathy using optical coherence tomography angiography vascular density maps

被引：0
作者：
Elias Khalili Pour
Khosro Rezaee
Hossein Azimi
Seyed Mohammad Mirshahvalad
Behzad Jafari
Kaveh Fadakar
Hooshang Faghihi
Ahmad Mirshahi
Fariba Ghassemi
Nazanin Ebrahimiadib
Masoud Mirghorbani
Fatemeh Bazvand
Hamid Riazi-Esfahani
Mohammad Riazi Esfahani
机构：
[1] Tehran University of Medical Sciences,Retina Service, Eye Research Center, Farabi Eye Hospital
[2] Meybod University,Department of Biomedical Engineering
[3] Kharazmi University,Faculty of Mathematical Sciences and Computer
[4] University of California Irvine,Department of Ophthalmology, Gavin Herbert Eye Institute
来源：
Graefe's Archive for Clinical and Experimental Ophthalmology | 2023年 / 261卷
关键词：
Proliferative diabetic retinopathy (PDR); Non-proliferative diabetic retinopathy (NPDR); Optical coherence tomography angiography (OCTA); Machine learning; Artificial intelligence;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：391 / 399
页数：8
相关论文
共 137 条
[1]  
Solomon SD(2017)Diabetic retinopathy: a position statement by the American Diabetes Association Diabetes Care 40 412-418
[2]  
Chew E(2007)Overview of epidemiologic studies of diabetic retinopathy Ophthalmic Epidemiol 14 179-183
[3]  
Duh EJ(2012)Diabetic retinopathy N Engl J Med 366 1227-1239
[4]  
Kobrin Klein BE(2010)Diabetic retinopathy Lancet 376 124-136
[5]  
Antonetti DA(1981)Photocoagulation treatment of proliferative diabetic retinopathy Bull Soc Belge Ophtalmol 197 9-17
[6]  
Klein R(2010)Randomized trial evaluating ranibizumab plus prompt or deferred laser or triamcinolone plus prompt laser for diabetic macular edema Acta Ophthalmol 88 0-124
[7]  
Gardner TW(2011)A prospective randomized trial of intravitreal bevacizumab or laser therapy in the management of diabetic macular edema (BOLT study): 12-month data: report 2 Yearb Ophthalmol 2011 123-140
[8]  
Cheung N(2009)Observational study of the development of diabetic macular edema following panretinal (scatter) photocoagulation given in 1 or 4 sittings Arch Ophthalmol 127 132-1884
[9]  
Mitchell P(2021)Effect of panretinal photocoagulation on macular vasculature using optical coherence tomography angiography Eur J Ophthalmol 31 1877-4
[10]  
Wong TY(2018)An update on optical coherence tomography angiography in diabetic retinopathy J Ophthalmic Vis Res 13 487-34397
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