Automated Localization of Focal Ventricular Tachycardia From Simulated Implanted Device Electrograms: A Combined Physics–AI Approach

Automated Localization of Focal Ventricular Tachycardia From Simulated Implanted Device Electrograms: A Combined Physics–AI Approach

Background: Focal ventricular tachycardia (VT) is a life-threating arrhythmia, responsible for high morbidity rates and sudden cardiac death (SCD). Radiofrequency ablation is the only curative therapy against incessant VT; however, its success is dependent on accurate localization of its source, whi...

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Bibliographic Details
Main Authors: Sofia Monaci, Karli Gillette, Esther Puyol-Antón, Ronak Rajani, Gernot Plank, Andrew King, Martin Bishop
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Physiology
Subjects:
ventricular tachycardia
implanted devices
electrograms
automated localization
torso modeling
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2021.682446/full

Internet

https://www.frontiersin.org/articles/10.3389/fphys.2021.682446/full

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