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Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation

Ventricular fibrillation (VF) signals are characterized by highly volatile and erratic electrical impulses, the analysis of which is difficult given the complex behavior of the heart rhythms in the left (LV) and right ventricles (RV), as sometimes shown in intracardiac recorded Electrograms (EGM). H...

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Autores principales: Pérez-Gutiérrez, Milton Fabricio, Sánchez-Muñoz, Juan José, Erazo-Rodas, Mayra, Guerrero-Curieses, Alicia, Everss, Estrella, Quesada-Dorador, Aurelio, Ruiz-Granell, Ricardo, Ibáñez-Criado, Alicia, Bellver-Navarro, Alex, Rojo-Álvarez, José Luis, García-Alberola, Arcadi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7435921/
https://www.ncbi.nlm.nih.gov/pubmed/32726931
http://dx.doi.org/10.3390/s20154162
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author Pérez-Gutiérrez, Milton Fabricio
Sánchez-Muñoz, Juan José
Erazo-Rodas, Mayra
Guerrero-Curieses, Alicia
Everss, Estrella
Quesada-Dorador, Aurelio
Ruiz-Granell, Ricardo
Ibáñez-Criado, Alicia
Bellver-Navarro, Alex
Rojo-Álvarez, José Luis
García-Alberola, Arcadi
author_facet Pérez-Gutiérrez, Milton Fabricio
Sánchez-Muñoz, Juan José
Erazo-Rodas, Mayra
Guerrero-Curieses, Alicia
Everss, Estrella
Quesada-Dorador, Aurelio
Ruiz-Granell, Ricardo
Ibáñez-Criado, Alicia
Bellver-Navarro, Alex
Rojo-Álvarez, José Luis
García-Alberola, Arcadi
author_sort Pérez-Gutiérrez, Milton Fabricio
collection PubMed
description Ventricular fibrillation (VF) signals are characterized by highly volatile and erratic electrical impulses, the analysis of which is difficult given the complex behavior of the heart rhythms in the left (LV) and right ventricles (RV), as sometimes shown in intracardiac recorded Electrograms (EGM). However, there are few studies that analyze VF in humans according to the simultaneous behavior of heart signals in the two ventricles. The objective of this work was to perform a spectral and a non-linear analysis of the recordings of 22 patients with Congestive Heart Failure (CHF) and clinical indication for a cardiac resynchronization device, simultaneously obtained in LV and RV during induced VF in patients with a Biventricular Implantable Cardioverter Defibrillator (BICD) Contak Renewal IV(TM) (Boston Sci.). The Fourier Transform was used to identify the spectral content of the first six seconds of signals recorded in the RV and LV simultaneously. In addition, measurements that were based on Information Theory were scrutinized, including Entropy and Mutual Information. The results showed that in most patients the spectral envelopes of the EGM sources of RV and LV were complex, different, and with several frequency peaks. In addition, the Dominant Frequency (DF) in the LV was higher than in the RV, while the Organization Index (OI) had the opposite trend. The entropy measurements were more regular in the RV than in the LV, thus supporting the spectral findings. We can conclude that basic stochastic processing techniques should be scrutinized with caution and from basic to elaborated techniques, but they can provide us with useful information on the biosignals from both ventricles during VF.
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spelling pubmed-74359212020-08-24 Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation Pérez-Gutiérrez, Milton Fabricio Sánchez-Muñoz, Juan José Erazo-Rodas, Mayra Guerrero-Curieses, Alicia Everss, Estrella Quesada-Dorador, Aurelio Ruiz-Granell, Ricardo Ibáñez-Criado, Alicia Bellver-Navarro, Alex Rojo-Álvarez, José Luis García-Alberola, Arcadi Sensors (Basel) Article Ventricular fibrillation (VF) signals are characterized by highly volatile and erratic electrical impulses, the analysis of which is difficult given the complex behavior of the heart rhythms in the left (LV) and right ventricles (RV), as sometimes shown in intracardiac recorded Electrograms (EGM). However, there are few studies that analyze VF in humans according to the simultaneous behavior of heart signals in the two ventricles. The objective of this work was to perform a spectral and a non-linear analysis of the recordings of 22 patients with Congestive Heart Failure (CHF) and clinical indication for a cardiac resynchronization device, simultaneously obtained in LV and RV during induced VF in patients with a Biventricular Implantable Cardioverter Defibrillator (BICD) Contak Renewal IV(TM) (Boston Sci.). The Fourier Transform was used to identify the spectral content of the first six seconds of signals recorded in the RV and LV simultaneously. In addition, measurements that were based on Information Theory were scrutinized, including Entropy and Mutual Information. The results showed that in most patients the spectral envelopes of the EGM sources of RV and LV were complex, different, and with several frequency peaks. In addition, the Dominant Frequency (DF) in the LV was higher than in the RV, while the Organization Index (OI) had the opposite trend. The entropy measurements were more regular in the RV than in the LV, thus supporting the spectral findings. We can conclude that basic stochastic processing techniques should be scrutinized with caution and from basic to elaborated techniques, but they can provide us with useful information on the biosignals from both ventricles during VF. MDPI 2020-07-27 /pmc/articles/PMC7435921/ /pubmed/32726931 http://dx.doi.org/10.3390/s20154162 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Pérez-Gutiérrez, Milton Fabricio
Sánchez-Muñoz, Juan José
Erazo-Rodas, Mayra
Guerrero-Curieses, Alicia
Everss, Estrella
Quesada-Dorador, Aurelio
Ruiz-Granell, Ricardo
Ibáñez-Criado, Alicia
Bellver-Navarro, Alex
Rojo-Álvarez, José Luis
García-Alberola, Arcadi
Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation
title Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation
title_full Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation
title_fullStr Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation
title_full_unstemmed Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation
title_short Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation
title_sort spectral analysis and mutual information estimation of left and right intracardiac electrograms during ventricular fibrillation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7435921/
https://www.ncbi.nlm.nih.gov/pubmed/32726931
http://dx.doi.org/10.3390/s20154162
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