Interpretation Before Integration: LLM-Guided Multimodal Completion and Fusion Network for Survival Analysis With Incomplete Data
Multimodality survival analysis for nasopharyngeal carcinoma (NPC) holds great potential for improving prognosis prediction and clinical decision-making. However, it is challenged by structural and semantic misalignments across heterogeneous data. Structural misalignment arises from incomplete clinical records, where m...