Continual Retinal Vision-Language Pre-training upon Incremental Imaging Modalities

Yuang Yao, Ruiqi Wu, Yi Zhou +1

Traditional fundus image analysis models focus on single-modal tasks, ignoring fundus modality complementarity, which limits their versatility. Recently, retinal foundation models…