Cardiovascular Disease Prediction Among the Malaysian Cohort Participants Using Electrocardiogram

• Published in: Computers, materials & continua Vol. 71; no. 1; pp. 1111 - 1132
• Main Authors: Dangi, Dharmendra, Bhagat, Amit, Kumar Dixit, Dheeraj
• Format: Journal Article
• Language: English
• Published: Henderson Tech Science Press 2022
• Subjects: Algorithms; Artificial neural networks; Cardiovascular disease; Correlation analysis; Decision analysis; Decision trees; Discrete Wavelet Transform; Discriminant analysis; Electrocardiography; Feature extraction; Frequency ranges; Heart diseases; Heart rate; Support vector machines; Wavelet transforms

A comprehensive study was conducted to differentiate cardiovascular disease (CVD) subjects from non-CVD subjects using short recording electrocardiogram (ECG) of 244 Malaysian adults in The Malaysian Cohort project. An automated peak detection algorithm to detect nine fiducial points of electrocardi...