Automated diagnosis of retinal diseases, such as diabetic retinopathy and macular degeneration, is increasingly important given their rising prevalence, yet current deep learning methods often struggle with limited and imbalanced datasets….
Balanced Few-Shot Learning Accurately Diagnoses Retinal Disease With Limited Data, Addressing Imbalance In 1,000 Test Images
