| ACR | American College Testing |
| AdaBoost | Adaptive Boosting |
| AUC-ROC | Area under the Receiver Operating Characteristic Curve |
| bDMARDs | Biological Disease-Modifying Antirheumatic Drugs |
| BMI | Body Mass Index |
| CDAI | Clinical Disease Activity Index |
| CCP | Cyclic Citrullinated Peptide Antibodies |
| CRP | C-Reactive Protein |
| csDMARDs | Conventional Disease-Modifying Antirheumatic Drugs |
| DAS28-CRP | Disease Activity Score-28 using C-Reactive Protein |
| DAS28-ESR | Disease Activity Score-28 using Erythrocyte Sedimentation Rate |
| ESR | Erythrocyte Sedimentation Rate |
| EULAR | European Alliance of Associations for Rheumatology |
| HAQ | Health Assessment Questionnaire |
| KNN | K-nearest Neighbors |
| KOBIO | Korean College of Rheumatology Biologics and Targeted Therapy Registry |
| LDA | Low Disease Activity |
| ML | Machine Learning |
| MICE | Multiple Imputations by Chained Equation |
| NAO | Nearest Available Observation |
| NSAIDs | Non-steroidal Anti-inflammatory Drugs |
| RA | Rheumatoid Arthritis |
| RF | Rheumatoid Factor |
| RF (Model) | Random Forest |
| SD | Standard Deviation |
| SDAI | Simple Disease Activity Index |
| SHAP | Shapley Additive Explanations |
| SJC28 | Swollen Joint Count based on 28 joints |
| SVM | Support Vector Machines |
| TJC28 | Tender Joint Count based on 28 joints |
| VAS | Visual Analogue Scales |
| XGBoost | Extreme Gradient Boosting |
| MCC | Matthews Correlation Coefficient |