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cs.AI2026
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…
cs.CL2026
From Generation to Collaboration: Using LLMs to Edit for Empathy in Healthcare
Man Luo, Bahareh Harandizadeh, Amara Tariq +5
Clinical empathy is essential for patient care, but physicians need continually balance emotional warmth with factual precision under the cognitive and emotional constraints of cli…