Lahcen El Bouny

ECG Heartbeat Classification Based on Multi-Scale Wavelet Convolutional Neural Networks

This paper proposes a novel Deep Learning technique for ECG beats classification. Unlike the traditional Deep Learning models, a new Multi-Scale Wavelet Convolutional Neural Networks (MS-WCNN) is proposed to recognize automatically various cardiac arrhythmias. The proposed MS-WCNN model incorporates…