Learning Emergent Modular Representations in Multi-modality Medical Vision Foundation Models

Yuting He, Chenyu You, Shuo Li

Multi-modality medical vision (MV) foundation models (FM) are fundamentally challenged by pronounced Non-IID feature statistics across heterogeneous imaging modalities. Monolithic…