Machine-learning based risk prediction of in-hospital outcomes following STEMI: the STEMI-ML score
Frontiers in Cardiovascular Medicine
OCTOBER 9, 2024
Final models were chosen to optimise area under the curve (AUC) score while ensuring interpretability.ResultsOverall, 128 (6.9%) patients died in hospital, with 292 (15.7%) patients requiring ICU admission and 373 (20.0%) patients with LVEF < 40%. for ICU admission, and 0.74 for in-hospital mortality, 0.78 for LVEF < 40%.
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