Literature DB >> 31840899

Man vs Machine: Performance of Manual vs Automated ECG Analysis for Predicting the Chamber of Origin of Idiopathic Ventricular Arrhythmia.

Babken Asatryan1, Ramin Ebrahimi2, Ivo Strebel2, Peter M van Dam3,4, Michael Kühne2, Sven Knecht2, Florian Spies2, Roger Abächerli2,4, Patrick Badertscher2, Nikola Kozhuharov2, Ivan Zeljkovic2, Beat Schaer2, Stefan Osswald2, Christian Sticherling2, Tobias Reichlin1,2.   

Abstract

BACKGROUND: Radiofrequency catheter ablation of idiopathic ventricular arrhythmias (VA) is performed to eliminate symptoms and to prevent or reverse arrhythmia-induced cardiomyopathy. Pre-procedural prediction of the chamber of VA origin is critical for patient counseling, procedure planning and guidance of invasive mapping.
OBJECTIVE: We aimed to assess the performance of manual expert versus automated 12-lead ECG analysis in the prediction of VA origin.
METHODS: Patients with ablation of idiopathic VA and sustained success were included. The VA origin was defined as the site where ablation caused arrhythmia suppression. Standard baseline 12-lead ECGs with documentation of the VA were analyzed manually in a blinded fashion by 3 electrophysiologists and 3 electrophysiology fellows. In addition, the same standard 12-lead ECG was analyzed by an automated computer algorithm using a vectorcardiographic approach.
RESULTS: Thirty-eight patients (median age 47 [IQR 37-58]; 68% female) were enrolled. The VA originated from the right ventricle in 24 (63%) and the left ventricle in 14 (37%) patients. The electrophysiologists and EP fellows identified the VA chamber of origin with a similar accuracy of 73% and 72% (p=0.72). The automated algorithm showed a higher accuracy of 89% (p=0.03 compared to electrophysiologists and EP fellows). This resulted in a sensitivity of 95% and specificity of 86%.
CONCLUSION: While the manual ECG analysis of the standard 12-lead ECG by both electrophysiologists and EP fellows correctly identified the chamber of VA origin in around 75% of cases, an automated vectorcardiographic computer algorithm achieved an accuracy of 89% with clinically acceptable diagnostic parameters. This article is protected by copyright. All rights reserved. This article is protected by copyright. All rights reserved.

Entities:  

Keywords:  ECG; catheter ablation; computational prediction; idiopathic ventricular arrhythmia; premature ventricular complex

Year:  2019        PMID: 31840899     DOI: 10.1111/jce.14320

Source DB:  PubMed          Journal:  J Cardiovasc Electrophysiol        ISSN: 1045-3873


  3 in total

1.  Cardiology Fellow Diagnostic Accuracy and Data Interpretation Outcomes: A Review of the Current Literature.

Authors:  Vladislav Zhitny; Noama Iftekhar; Luzviminda Alexander; Chowhdury Ahsan
Journal:  Vasc Health Risk Manag       Date:  2020-10-19

2.  Prospective Multicenter Assessment of a New Intraprocedural Automated System for Localizing Idiopathic Ventricular Arrhythmia Origins.

Authors:  Shijie Zhou; Amir AbdelWahab; John L Sapp; Eric Sung; Konstantinos N Aronis; James W Warren; Paul J MacInnis; Rushil Shah; B Milan Horáček; Ronald Berger; Harikrishna Tandri; Natalia A Trayanova; Jonathan Chrispin
Journal:  JACC Clin Electrophysiol       Date:  2020-11-25

3.  Electrocardiographic and electrophysiological characteristics of idiopathic ventricular arrhythmias originating from the vicinity of tricuspid annulus.

Authors:  Manli Yu; Liangliang Hou; Hang Yu; Junwei Ge; Pan Li; Zhifu Guo; Xinmiao Huang; Xianxian Zhao; Jiang Cao; Songqun Huang
Journal:  Sci Rep       Date:  2021-04-21       Impact factor: 4.379

  3 in total

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