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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7435921 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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