Automated detection of congestive heart failure from electrocardiogram signal using Stockwell transform and hybrid classification scheme

• Published in: Computer methods and programs in biomedicine Vol. 173; pp. 53 - 65
• Main Authors: Tripathy, R.K., Paternina, Mario R.A., Arrieta, Juan G., Zamora-Méndez, Alejandro, Naik, Ganesh R.
• Format: Journal Article
• Language: English
• Published: Ireland Elsevier B.V 01.05.2019
• Subjects: Congestive heart failure; ECG; Hybrid classifier; Performance evaluation; Stockwell transform; Time-Frequency entropy; Performance evaluation; ECG; Stockwell transform; Hybrid classifier; Congestive heart failure; Time-Frequency entropy

highlights•A novel approachfor the detection of congestive heart failure from ECG signal is proposed.•The time-frequency entropy features are evaluated.•The combination of sparse representation classifier and the average of the distances of nearest neighbors is used.•The proposed system is successfu...