Retinal photograph-based deep learning detection of refractive error

• Main Author: Chen, Yibing
• Other Authors: Zhao Wenting
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Bioengineering
• Online Access: https://hdl.handle.net/10356/168290
• Institution: Nanyang Technological University

Refractive error is the major cause of visual impairments, affecting nearly 123.7 million population at all ages worldwide. Early detection is critical for effective treatment via spectacle prescriptions. However, the existing unaddressed limitations of traditional screening methods for refractive e...