IEEE

Cardiac Diagnosis System Using ECG and PCG Signals with a Multi-Scale Pooling-Based Deep Neural Network (MSP-DNN) Classifier

Abstract: Globally, heart disease (HD) is one of the main causes of death, and survival rates are greatly increased by early identification. This paper proposes a Multi-Scale Pooling-based Deep Neural ...
IEEE

Feature Extraction and Classification of ECG Signals Using 2-D CNN

Abstract: This work investigates ECG arrhythmia classification using two-dimensional convolutional neural networks (2D CNNs) applied to wavelet-based time–frequency representations. Three CNN ...