| AHHREC | Alfred Hospital Human Research Ethics Committee |
| ANCR | Australian National Cardiac Registry |
| BARC | Bleeding Academic Research Consortium |
| CABG | Coronary artery bypass grafting |
| CAD | Coronary artery disease |
| CoxPH | Cox proportional hazard |
| eGFR | estimated Glomerular Filtration Rate |
| GB | Gradient Booster |
| GBS | Gradient Boosting Survival |
| LR | Logistic Regression |
| LVEF | Left ventricular ejection fraction |
| ML | Machine learning |
| MLP | Multilayer perceptron |
| MI | Myocardial infarction |
| MICE | Multiple Imputations by Chained Equations |
| MUHREC | Monash University Human Research Ethics Committee |
| NCR | National Cardiac Registry |
| NDI | National Death Index |
| NHMRC | National Health and Medical Research Council |
| PCI | Percutaneous coronary intervention |
| RF | Random forest |
| RSF | Random Survival Forest |
| ROC | Receiver operating characteristics |
| TRIPOD | Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis |
| VCOR | Victorian Cardiac Outcomes Registry |
| VIF | Variance Inflation Factor |
| XGB | Extreme gradient booster |