Fig. 1

Feature importance for models using pre-procedural features only. A Logistic Regression Coefficients; B Random Forest Feature Importance; C CatBoost Feature Importance. LVEF left ventricular ejection fraction, FPG fasting plasma glucose, CPR cardiopulmonary resuscitation, PCI percutaneous coronary intervention, BMI body mass index, TC total cholesterol, LDL-C low-density lipoprotein cholesterol, PMH past medical history, UA unstable angina, MI myocardial infarction, TG triglyceride, HDL-C low-density lipoprotein cholesterol, CAD coronary artery disease, CABG coronary artery bypass grafting