Synthetic pterygium images using Style Generative Adversarial Networks (SGANs)

• Main Authors: Che Azemin, Mohd Zulfaezal, Mohd Tamrin, Mohd Izzuddin, Hilmi, Mohd Radzi, Mohd. Kamal, Khairidzan
• Format: Proceeding Paper
• Language: English; English
• Published: 2023
• Subjects: RE Ophthalmology; TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices; TK7885 Computer engineering
• Online Access: http://irep.iium.edu.my/106208/12/106208_Synthetic%20Pterygium%20Images%20Using%20Style%20Generative%20Adversarial%20Networks%20%28SGANs%29.pdf; http://irep.iium.edu.my/106208/18/106208_Tentative%20Program.pdf; http://irep.iium.edu.my/106208/; https://4thosc2023.com.my/

PURPOSE: Pterygium, an ocular surface disorder, poses diagnostic challenges for optometrist and ophthalmologist. We proposed using Style-Generative Adversarial Networks (SGANs) to generate synthetic pterygium images for training purposes. METHODS: A training datasets of 68 pterygium images collecte...