Hilary Orefo

GAN-Driven Retinal Augmentation: A Study of Synthetic Augmentation Strategies and Their Effect on Multilabel Retinal Disease Classification

Diabetic retinopathy (DR) is a leading cause of preventable blindness that affects millions of people with diabetes across all income settings. Automated grading of fundus photographs holds real promise for expanding screening access in resource-limited settings. A persistent barrier, however, is class imbalance, where...