Tongyu Yang

UML: A Unified Multimodal Learning Framework for Cataract Postoperative Visual Acuity Prediction with Uncertain Missing Modalities

Cataracts are the leading cause of blindness worldwide, with surgery as the only effective treatment. Accurate prediction of Best Corrected Visual Acuity (BCVA) is crucial for surgical planning. In this paper, we propose a novel Unified Multimodal Learning (UML) framework for BCVA prediction with un…