Shi-Ning Ding

A multi-class fundus disease classification framework based on self-supervised contrastive learning and dual-branch network

Fundus diseases including diabetic retinopathy, glaucoma, and age-related macular degeneration are primary causes of blindness worldwide. Manual interpretation of retinal images is time-consuming and heavily reliant on clinical expertise. Although deep learning has shown promise in automated fundus image analysis,...