Heart Failure Phenotype Prediction using Engineered Features and Ensemble Learning
A complex clinical syndrome, heart failure (HF) arises when the heart is unable to pump blood sufficiently to meet the body's metabolic and oxygen demands. This results in three main phenotypes: HFpEF (preserved ejection fraction), HFrEF (reduced ejection fraction), and HFmrEF (mildly reduced ejection fraction). The de...