Accurate and Auditable ECG Classification via Visibility Graph Neural Networks.

arXiv:2610.41795v1 Announce Type: cross Abstract: Physicians read electrocardiograms (ECGs) from waveform shape and timing, yet accurate deep-learning classifiers rarely show which waveform regions drive their predictions. We introduce LYNX-ECG, a graph neural