IEEE

Electrocardiogram Signal Classification using a Lightweight CNN–TCN with Transfer Learning

Abstract: Nowadays, Electrocardiogram (ECG) signal classification is used to automatically identify normal and abnormal heart rhythms by analyzing the electrical activity patterns of the heart.
IEEE

Application of Deep Learning in ECG Signal Classification: Comparison of CNN, LSTM, and Hybrid Approaches

Abstract: In this paper, the application of deep learning for ECG signal classification is discussed. Three different approaches, namely Convolutional Neural Network (CNN), Long Short-Term Memory ...