An Interpretable and Expandable Deep Learning Diagnostic System for Multiple Ocular Diseases: Qualitative Study

Kai Zhang   ^{1, 2} , MS ;   Xiyang Liu   ^{1, 3, 4} , PhD ;   Fan Liu   ³ , BSc ;   Lin He   ¹ , BSc ;   Lei Zhang   ¹ , BSc ;   Yahan Yang   ² , BSc ;   Wangting Li   ² , BSc ;   Shuai Wang   ³ , BSc ;   Lin Liu   ¹ , BSc ;   Zhenzhen Liu   ² , MD, PhD ;   Xiaohang Wu   ² , MD, MPH ;   Haotian Lin   ² , MD, PhD

¹ School of Computer Science and Technology, Xidian University, Xi'an, China

² State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

³ School of Software, Xidian University, Xi'an, China

⁴ Institute of Software Engineering, Xidian University, Xi'an, China