MANual vs. automatIC local activation time annotation for guiding Premature Ventricular Complex ablation procedures (MANIaC-PVC study).

Beatriz JáureguiJuan Fernández-ArmentaJuan AcostaDiego PenelaCheryl TerésAugusto OrdóñezDavid Soto-IglesiasEtelvino SilvaAlfredo ChaucaJosé M CarreñoClaudia SchererAlonso PedroteAntonio Berruezo

Published in: Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology (2021)

The use of a complete automatic protocol for LAT annotation during PVC ablation procedures allows to achieve similar clinical endpoints with higher procedural efficiency when compared with conventional, manual annotation carried out by expert operators.

Keyphrases

rna seq
deep learning
catheter ablation
machine learning
heart failure
randomized controlled trial
left ventricular
single cell
clinical practice
neural network