IEEE

Frequency-Awared Mamba for Few-Shot ECG Long-Sequence Classification

Abstract: The application of few-shot learning methods in electrocardiogram (ECG) signal analysis has attracted widespread attention. However, traditional methods face challenges in capturing the long ...
IEEE

Multimodal Deep Learning for ECG Heartbeat Classification with SHAP-Based Interpretability

Abstract: Electrocardiogram (ECG) signals serve as a critical non-invasive diagnostic tool, providing valuable insights into the electrical activity of the heart and are widely used in diagnosing ...