Machine-learning guided differentiation between photoplethysmography waveforms of supraventricular and ventricular origin.
Journal:
Computer methods and programs in biomedicine
Published Date:
Apr 20, 2025
Abstract
BACKGROUND: It is unclear, whether photoplethysmography (PPG) waveforms from wearable devices can differentiate between supraventricular and ventricular arrhythmias. We assessed, whether a neural network-based classifier can distinguish the origin of PPG pulse waveforms.