Identification of diabetic retinopathy classification using machine learning algorithms on clinical data and optical coherence tomography angiography.

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作者： Xiaoli,Li ^[1] ; Xin,Wen ^[2] ; Xianwen,Shang ^[1] ; Junbin,Liu ^[1] ; Liang,Zhang ^[1] ; Ying,Cui ^[1] ; Xiaoyang,Luo ^[1] ; Guanrong,Zhang ^[3] ; Jie,Xie ^[4] ; Tian,Huang ^[5] ; Zhifan,Chen ^[6] ; Zheng,Lyu ^[1] ; Xiyu,Wu ^[1] ; Yuqing,Lan ^[7] ; Qianli,Meng ^[8]

作者单位： Department of Ophthalmology, Guangdong Eye Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China. ^[1] Department of Ophthalmology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China. ^[2] Statistics Section, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China. ^[3] Department of Ophthalmology, Heyuan People's Hospital, Heyuan, China. ^[4] Department of Ophthalmology, Zhujiang Hospital, Southern Medical University, Guangzhou, China. ^[5] Department of Ophthalmology, The Fourth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China. ^[6] Department of Ophthalmology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China. lanyq@mail.sysu.edu.cn. ^[7] Department of Ophthalmology, Guangdong Eye Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China. mengqly@163.com. ^[8]