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. 2025 Aug 14;15(16):2044. doi: 10.3390/diagnostics15162044
AChR Acetylcholine receptor
ADL Activities of daily living
AUC Area under the curve
AI Artificial intelligence
CART Classification and regression tree
ICU Intensive care unit
LR Logistic regression
MAPE Mean absolute percentage error
MARS Multivariate adaptive regression splines
MG Myasthenia gravis
MG-CE Myasthenia Gravis Core Examination
MGFA Myasthenia Gravis Foundation of America
MLR Multiple linear regression
NLP Natural language processing
NLR Neutrophil-to-lymphocyte ratio
PCA Principal component analysis
PIS Postintervention status
PLR Platelet-to-lymphocyte ratio
QMG Quantitative myasthenia gravis
RAE Relative absolute error
SHAP SHapley Additive exPlanations
SII Systemic immune-inflammation index
SMAPE Symmetric mean absolute percentage error
SVM Support vector machine
XGBoost eXtreme gradient boosting