A. Lutz

Prediction of Heart Failure based on Multimodal Data from MIMIC-IV

Traditional ML can outperform DL models such as Transformers on tabular-dominated, multimodal clinical prediction tasks while preserving interpretability, underscoring decision-support systems’ potential to aid timely diagnosis.