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. 2025 Nov 23;14(23):8325. doi: 10.3390/jcm14238325
AI Artificial Intelligence
BNP-PL Database of Pulmonary Hypertension in the Polish population
CTEPH Chronic Thromboembolic Pulmonary Hypertension
LASSO Least Absolute Shrinkage and Selection Operator algorithm
MCC Matthews Correlation Coefficient
ML Machine learning
PAH Pulmonary Arterial Hypertension
ROC-AUC The Receiver Operating Characteristic—Area Under the Curve
SFE Sequential Feature Elimination
SHAP Shapley Additive Explanations
sPAP Systolic Pulmonary Arterial Pressure
TAPSE Tricuspid Annular Plane Systolic Excursion
XAI eXplainable Artificial Intelligence
XGBoost eXtreme Gradient Boosting