Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization

Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette +4

Deep learning applications for assessing medical images are limited because the datasets are often small and imbalanced. The use of synthetic data has been proposed in the literatu…