Prediction of In-Hospital Mortality in Non-ST-Segment Elevation Myocardial Infarction, Based on Interpretable Machine Learning - Cao, Mengru; Li, Chunhui (Applied sciences, 2025)
Keywords: Accuracy; Acute coronary syndromes; Algorithms; Analysis; Cholesterol; Data mining; Decision making; Decision trees; Disease; Enzymes; Heart attack; Heart attacks; Hemoglobin; Hospitalization; Hospitals; in-hospital mortality; Kinases; Length of stay; Machine learning; Medical advice systems; Missing data; Mortality; non-ST-elevation myocardial infarction; Patient outcomes; Patients; prediction model; Sampling techniques; Shapley additive explanations; Structured Query Language-SQL; Support vector machines; Taiwan; Variables; Taiwan