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. 2024 Jul 2;13(13):3890. doi: 10.3390/jcm13133890
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