CardioCoT uses GPT-4o-generated hierarchical reasoning text as an extra input to a multimodal survival model, reporting higher C-index for MACE recurrence but with potential outcome-label leakage and no external validation.
Journal of medical systems41, 1–8 (2017)
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CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis
CardioCoT uses GPT-4o-generated hierarchical reasoning text as an extra input to a multimodal survival model, reporting higher C-index for MACE recurrence but with potential outcome-label leakage and no external validation.