Electrocardiogram reconstruction using support vector regression

• Main Authors: Yodjaiphet A., Theera-Umponl N., Auephanwiriyakul S.
• Format: Conference or Workshop Item
• Published: 2015
• Online Access: http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84889069230&origin=inward; http://cmuir.cmu.ac.th/handle/6653943832/39025
• Institution: Chiang Mai University

This paper presents a new method to apply support vector regression (SVR) to reconstruct chest lead electrocardiogram (ECG) signals. The reconstructed V2, V3, V4, and V5 signals are obtained from SVRs using Lead 1, Lead II, Vl, and V6 signals as the input features. Only QRS complex, T wave, and P wa...