Reducing bias in coronary heart disease prediction using Smote-ENN and PCA - Wei, Xinyi; Shi, Boyu (PloS one, 2025)
Keywords: Accuracy; Algorithms; Balancing; Bias; Body mass index; Cardiovascular disease; Cardiovascular diseases; Computer and Information Sciences; Coronary artery disease; Coronary Disease - diagnosis; Coronary heart disease; Data analysis; Datasets; Decision making; Decision Trees; Diagnosis; Education; Feature selection; Global health; Glucose; Health aspects; Heart; Heart diseases; Humans; Learning algorithms; Machine Learning; Male; Medical diagnosis; Medical personnel; Medical research; Medicine and Health Sciences; Optimization; Physical Sciences; Principal Component Analysis; Principal components analysis; Public health; Research and Analysis Methods; Risk factors; Standard scores; Standardization; Support Vector Machine; Support vector machines; Variables; Malaysia