Classification of heart sound signals using autoregressive model and Hidden Markov Model

• Main Authors: Sh. Hussain, H., Mohamad, M. M., Zahilah, R., Ting, C. M., Ismail, K., Numanl, F., Rasul, S.
• Format: Article
• Published: American Scientific Publishers 2017
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/76503/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026266604&doi=10.1166%2fjmihi.2017.2079&partnerID=40&md5=7712607556cd49660021bab757892ea4
• Institution: Universiti Teknologi Malaysia

This study presents a Computerised Heart Diagnostic System (CHDS) for classifying the different types of heart sounds. A major part of cardiac diagnosis consists of cardiac auscultation. In this study, we developed a simple model, which generates signals for heart sounds. This model could help in id...