Neural Network–Based Retinal Nerve Fiber Layer Profile Compensation for Glaucoma Diagnosis in Myopia: Model Development and Validation

Lei Li   ^{1, 2} , MS ;   Haogang Zhu   ^{1, 3 *} , PhD ;   Zhenyu Zhang   ¹ , BS ;   Liang Zhao   ² , MD ;   Liang Xu   ² , MD ;   Rahul A Jonas   ⁴ , MD ;   David F Garway-Heath   ³ , MD ;   Jost B Jonas   ^{2, 5} , MD ;   Ya Xing Wang   ^{2 *} , MD

¹ State Key Laboratory of Software Development Environment, School of Computer Science and Engineering, Beihang University, Beijing, China

² Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital University of Medical Science, Beijing Ophthalmology and Visual Sciences Key Laboratory, Beijing, China

³ NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital NHS Foundation Trust, UCL Institute of Ophthalmology, London, United Kingdom

⁴ Department of Ophthalmology, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany

⁵ Department of Ophthalmology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany

*these authors contributed equally