Digital ray: enhancing cataractous fundus images using style transfer generative adversarial networks to improve retinopathy detection.

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作者： Lixue,Liu ^[1] ; Jiaming,Hong ^[2] ; Yuxuan,Wu ^[1] ; Shaopeng,Liu ^[3] ; Kai,Wang ^[3] ; Mingyuan,Li ^[1] ; Lanqin,Zhao ^[1] ; Zhenzhen,Liu ^[1] ; Longhui,Li ^[1] ; Tingxin,Cui ^[1] ; Ching-Kit,Tsui ^[1] ; Fabao,Xu ^[4] ; Weiling,Hu ^[1] ; Dongyuan,Yun ^[1] ; Xi,Chen ^[1] ; Yuanjun,Shang ^[1] ; Shaowei,Bi ^[1] ; Xiaoyue,Wei ^[1] ; Yunxi,Lai ^[1] ; Duoru,Lin ^[1] ; Zhe,Fu ^[5] ; Yaru,Deng ^[5] ; Kaimin,Cai ^[5] ; Yi,Xie ^[5] ; Zizheng,Cao ^[1] ; Dongni,Wang ^[1] ; Xulin,Zhang ^[1] ; Meimei,Dongye ^[1] ; Haotian,Lin ^[6] ; Xiaohang,Wu ^[6]

作者单位： Zhongshan Ophthalmic Center State Key Laboratory of Ophthalmology, Sun Yat-Sen University, Guangzhou, Guangdong, China. ^[1] School of Medical Information Engineering, Guangzhou University of Chinese Medicine, Guangzhou, China. ^[2] School of Computer Science, Guangdong Polytechnic Normal University, Guangzhou, China. ^[3] Qilu Hospital of Shandong University, Jinan, Shandong, China. ^[4] Sun Yat-sen University Zhongshan School of Medicine, Guangzhou, Guangdong, China. ^[5] Zhongshan Ophthalmic Center State Key Laboratory of Ophthalmology, Sun Yat-Sen University, Guangzhou, Guangdong, China wxhang@mail2.sysu.edu.cn linht5@mail.sysu.edu.cn. ^[6]

关键词 Imaging Lens and zonules Retina