| ADR | Adverse drug reaction |
| AUC | Area under the receiver operating characteristic curve |
| BMI | Body mass index |
| CeVD | Cerebrovascular disease |
| CKD | Chronic kidney disease |
| CLD | Chronic lung disease |
| CV | Cross-validation/Cross-validated |
| CVD | Cardiovascular disease |
| DCA | Decision curve analysis |
| DM | Diabetes mellitus |
| EMR | Electronic medical record |
| ERAS | Enhanced Recovery After Surgery |
| HTN | Hypertension |
| IRB | Institutional Review Board |
| LIA | Local infiltration analgesia |
| LR | Logistic regression |
| ML | Machine learning |
| NRS | Numeric rating scale |
| NV | Nausea and vomiting |
| PCA | Patient-controlled analgesia |
| PONV | Postoperative nausea and vomiting |
| PR | Precision–recall |
| PR-AUC | Area under the precision–recall curve |
| PROMs | Patient-reported outcome measures |
| RA-TKA | Robotic-assisted total knee arthroplasty |
| RF | Random forest |
| ROC | Receiver operating characteristic |
| SHAP | SHapley Additive exPlanations |
| SMOTE | Synthetic minority oversampling technique |
| TKA | Total knee arthroplasty |
| TRIPOD + AI | Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis + Artificial Intelligence |
| VAS | Visual analog scale |
| XGBoost | Extreme gradient boosting |