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View article: Machine-learning guided differentiation between photoplethysmography waveforms of supraventricular and ventricular origin
Machine-learning guided differentiation between photoplethysmography waveforms of supraventricular and ventricular origin Open
A neural network trained on ground truth PPG data collected during EP studies could distinguish between supraventricular or ventricular origin from PPG waveforms alone.
View article: Machine-learning guided differentiation between photoplethysmography waveforms of supraventricular and ventricular origin
Machine-learning guided differentiation between photoplethysmography waveforms of supraventricular and ventricular origin Open
Aims To test, whether a neural network-based classifier could aid in distinguishing photoplethysmographic (PPG) pulse waveforms of ventricular from those of supraventricular origin. Methods Thirty patients undergoing invasive electrophysio…