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. 2026 Oct 17;13(10):524. doi: 10.3390/jcdd13100524
ACS Acute Coronary Syndrome
AUC Area Under the Curve
CI Confidence Intervals
CV Cross-Validation
HF Heart Failure
HR Hazard Ratio
ICD-10-CM International Classification of Diseases, Tenth Revision, Clinical Modification
ICD-9-CM International Classification of Diseases, 9th Revision, Clinical Modification
LVEF Left Ventricular Ejection Fraction
MACE Major Adverse Cardiovascular Events
MI Myocardial Infarction
ML Machine Learning
OR Odds Ratio
pLVEF Preserved Left Ventricular Ejection Fraction
ppLVEF Predicted Preserved Left Ventricular Ejection Fraction
prLVEF Predicted Reduced Left Ventricular Ejection Fraction
ROC Receiver Operating Characteristic
SD Standard Deviation
SHAP Shapley Additive Explanations
TIA Transient Ischemic Attack
VIFs Variance Inflation Factors