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Open access Aug 2026

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

Heart failure (HF) affects over 64 million people worldwide and remains a leading cause of cardiovascular mortality. Early identification of patients at risk is essential for timely treatment and to support hospital and primary care physicians. This study compares XGBoost and a Transformer- based bidirectional cross-at...

A. Lutz, F. Hellmann, E. André · 0 citations

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