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Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation

The analysis of human physiological systems from the point of view of complex systems theory remains a very ambitious task. The complexity of the problem often encourages the use of innovative mathematical methods analyzing the processes that take place in space and time. The main goal of this paper...

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Autores principales: Šiaučiūnaitė, Vaiva, Ragulskis, Minvydas, Vainoras, Alfonsas, Dabiri, Babak, Kaniusas, Eugenijus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700405/
https://www.ncbi.nlm.nih.gov/pubmed/34943427
http://dx.doi.org/10.3390/diagnostics11122190
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author Šiaučiūnaitė, Vaiva
Ragulskis, Minvydas
Vainoras, Alfonsas
Dabiri, Babak
Kaniusas, Eugenijus
author_facet Šiaučiūnaitė, Vaiva
Ragulskis, Minvydas
Vainoras, Alfonsas
Dabiri, Babak
Kaniusas, Eugenijus
author_sort Šiaučiūnaitė, Vaiva
collection PubMed
description The analysis of human physiological systems from the point of view of complex systems theory remains a very ambitious task. The complexity of the problem often encourages the use of innovative mathematical methods analyzing the processes that take place in space and time. The main goal of this paper is to visualize the cardiovascular system during auricular vagus nerve stimulation (aVNS) using the matrix differences to evaluate the dynamic signal interfaces by cointegrating the initial signal data into the matrices during each case. Algebraic relationships between RR/JT and JT/QRS cardiac intervals are used not only to track the cardiovascular changes during aVNS but also to characterize individual features of the person during the transit through the therapy. This paper presents the computational techniques that can visualize the complex dynamical processes taking place in the cardiovascular system using the electrical aVNS therapy. Four healthy volunteers participated in two verum and two placebo experiments. We discovered that the body’s reaction to the stimulation was very different in each of the cases, but the presented techniques opened new possibilities for a novel interpretation of the dynamics of the cardiovascular system.
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spelling pubmed-87004052021-12-24 Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation Šiaučiūnaitė, Vaiva Ragulskis, Minvydas Vainoras, Alfonsas Dabiri, Babak Kaniusas, Eugenijus Diagnostics (Basel) Case Report The analysis of human physiological systems from the point of view of complex systems theory remains a very ambitious task. The complexity of the problem often encourages the use of innovative mathematical methods analyzing the processes that take place in space and time. The main goal of this paper is to visualize the cardiovascular system during auricular vagus nerve stimulation (aVNS) using the matrix differences to evaluate the dynamic signal interfaces by cointegrating the initial signal data into the matrices during each case. Algebraic relationships between RR/JT and JT/QRS cardiac intervals are used not only to track the cardiovascular changes during aVNS but also to characterize individual features of the person during the transit through the therapy. This paper presents the computational techniques that can visualize the complex dynamical processes taking place in the cardiovascular system using the electrical aVNS therapy. Four healthy volunteers participated in two verum and two placebo experiments. We discovered that the body’s reaction to the stimulation was very different in each of the cases, but the presented techniques opened new possibilities for a novel interpretation of the dynamics of the cardiovascular system. MDPI 2021-11-25 /pmc/articles/PMC8700405/ /pubmed/34943427 http://dx.doi.org/10.3390/diagnostics11122190 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Case Report
Šiaučiūnaitė, Vaiva
Ragulskis, Minvydas
Vainoras, Alfonsas
Dabiri, Babak
Kaniusas, Eugenijus
Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation
title Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation
title_full Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation
title_fullStr Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation
title_full_unstemmed Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation
title_short Visualization of Complex Processes in Cardiovascular System during Electrical Auricular Vagus Nerve Stimulation
title_sort visualization of complex processes in cardiovascular system during electrical auricular vagus nerve stimulation
topic Case Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700405/
https://www.ncbi.nlm.nih.gov/pubmed/34943427
http://dx.doi.org/10.3390/diagnostics11122190
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