Application of an Anomaly Detection Model to Screen for Ocular Diseases Using Color Retinal Fundus Images: Design and Evaluation Study

Yong Han   ^{1, 2} , PhD ;   Weiming Li   ^{1, 2} , PhD ;   Mengmeng Liu   ^{1, 2} , MS ;   Zhiyuan Wu   ^{1, 2} , PhD ;   Feng Zhang   ^{1, 2} , PhD ;   Xiangtong Liu   ^{1, 2} , PhD ;   Lixin Tao   ^{1, 2} , PhD ;   Xia Li   ³ , PhD ;   Xiuhua Guo   ^{1, 2} , PhD

¹ Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China

² Beijing Municipal Key Laboratory of Clinical Epidemiology, Capital Medical University, Beijing, China

³ Department of Mathematics and Statistics, La Trobe University, Melbourne, Australia