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 ...
IEEE

Early Detection and Classification of ECG Arrhythmia using Machine learning and Ensemble learning

Abstract: Early and accurate diagnosis of cardiac arrhythmias is essential for preventing potentially fatal cardiovascular events. Traditional ECG interpretation is often ineffective for continuous ...