IEEE

Real-Time ECG Signal Classification Using Recurrent Neural Networks

Abstract: This study investigates the use of Recurrent Neural Networks (RNNs) for real-time ECG signal classification. The CNN-RNN hybrid model achieved the highest accuracy of 97.5% and an F1-score ...
IEEE

Federated Learning-Based Privacy-Preserving ECG Signal Classification for IoMT

Abstract: With the rapid development of the Internet of Medical Things (IoMT) and deep learning technology, automatic electrocardiogram (ECG) signal classification has become increasingly important ...