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. 2025 Jul 16;15(14):1787. doi: 10.3390/diagnostics15141787
APTT Activated Partial Thromboplastin Time
AUC Area Under the Curve
BMI Body Mass Index
CCI Charlson Comorbidity Index
CI Confidence Interval
COPD Chronic Obstructive Pulmonary Disease
CRP C-Reactive Protein
DVT Deep Vein Thrombosis
ICD-10 International Classification of Diseases, 10th Revision
IQR Interquartile Range
LASSO Least Absolute Shrinkage and Selection Operator
LightGBM Light Gradient Boosting Machine
LogReg Logistic Regression
ML Machine Learning
PE Pulmonary Embolism
RFE Recursive Feature Elimination
RF Random Forest
SD Standard Deviation
SHAP SHapley Additive exPlanations
SVM Support Vector Machine
VTE Venous Thromboembolism
XGBoost Extreme Gradient Boosting