Pillai Lekshmi Ashokan

SACNN: a spatial attentive 2D CNN for improved accuracy and interpretability in ECG image classification

Abstract Deep Learning models have shown strong performance in ECG analysis. However, many existing models operate as black-box systems or depend on post-hoc explainable techniques, limiting transparency. Moreover, attention-based mechanisms have focused on 1D ECG signals with li...