In vivo validation of a novel algorithm for automatic premature ventricular contractions recognition.

Jedrzej KosiukGuilherme PortugalSebastian HilbertSilke JohnMario OliveiraGerhard HindricksAndreas Bollmann

Published in: Journal of cardiovascular electrophysiology (2017)

Automated template matching had high specificity and sensitivity, with good spatial discrimination and a pace-mapping resolution in range of 2 mm. Clinical application of this algorithm may assist in the interventional treatment of patients with PVCs.

Keyphrases

deep learning
machine learning
neural network
high resolution
left ventricular
single molecule
tandem mass spectrometry