Utilizing SGANs for generating synthetic images of pterygium: training future optometrists and ophthalmologists

• Main Authors: Che Azemin, Mohd Zulfaezal, Mohd Tamrin, Mohd Izzuddin, Hilmi, Mohd Radzi, Mohd Kamal, Khairidzan
• Format: Proceeding Paper
• Language: English
• Published: IIUM Press 2023
• Subjects: R Medicine (General); T Technology (General)
• Online Access: http://irep.iium.edu.my/108839/1/108839_Utilizing%20SGANs%20for%20generating.pdf; http://irep.iium.edu.my/108839/; https://journals.iium.edu.my/ijahs/index.php/IJAHS/article/view/826

Pterygium, an ocular surface disorder, poses diagnostic challenges for optometrists and ophthalmologists. We propose using Style-Generative Adversarial Networks (SGANs) to generate synthetic pterygium images for training purposes. A training dataset of 68 pterygium images collected during routine...