Fusion is not one-size-fits-all: Cross-Modal Representation Alignment for Time-to-Event Modeling

Zhemin Zhang, Weijie Chen, David Le +7

Accurate time-to-event (TTE) prediction from multimodal clinical data remains challenging due to modality imbalance and distribution shift. We introduce a foundation model-driven f…