Fung-Ting Fung

Domain-Specific Self-Supervised Representation Learning for Retinal Fundus Classification

Despite the growing number of public datasets, annotated medical images remain scarce. Supervised learning methods achieve strong performance on many benchmarks, however require large amounts of labeled data, which are costly and time-consuming to obtain in the medical domain. To address this limitation, contrastive se...