| AUC-ROC | Area Under the Receiver Operating Characteristic Curve |
| CAP | Community-Acquired Pneumonia |
| CCI | Charlson Comorbidity Index |
| CSV | Comma-Separated Values |
| GBD | Global Burden of Disease |
| HFRS | Hospital Frailty Risk Score |
| ICD-10 | International Classification of Diseases, Tenth Revision |
| kNN | k-Nearest Neighbors |
| LDA | Linear Discriminant Analysis |
| MLP | Multilayer Perceptron |
| SHAP | SHapley Additive exPlanations |
| SVC | Support Vector Classifier |