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. 2026 Jul 17;16(14):2242. doi: 10.3390/diagnostics16142242
AUC Area under the receiver operating characteristic curve
BMI Body mass index
CV Cross-validation
GDM Gestational diabetes mellitus
EPV Calculated events-per-variable
LightGBM Light Gradient Boosting Machine
LR Logistic Regression
ML Machine learning
RF Random Forest
ROC Receiver operating characteristic
ROS Random oversampling
RFE Recursive feature elimination
SHAP SHapley Additive exPlanations
SMOTENC Synthetic Minority Oversampling Technique for Nominal and Continuous Features