Retinal Nerve Fiber Layer Defect Detection using Machine Learning on Optic Disc Photograph

• Main Authors: Anita Manassakorn, Kitiwat Khamwan, Dhammathat Owasirikul, Rath Itthipanichpong, Vera Sa-Ing, Supatana Auethavekiat
• Other Authors: Chulalongkorn University
• Format: Conference or Workshop Item
• Published: 2022
• Subjects: Computer Science; Decision Sciences; Medicine; Social Sciences
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/76701

Glaucoma is a neurodegenerative disease presents with retinal nerve fiber layer (RNFL) defects. We apply machine learning classifiers on the color information of the RNFL to differentiate between intact RNFL (i-RNFL) and RNFL defect (d-RNFL) on optic disc photographs (DPs). DPs from individuals with...