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Associations between heart rate asymmetry expression and asymmetric detrended fluctuation analysis results
ABSTRACT: The relation between recently established asymmetry in Asymmetric Detrended Fluctuation Analysis (ADFA) and Heart Rate Asymmetry is studied. It is found that the ADFA asymmetric exponents are related both to the overall variability and to its asymmetric components at all studied time scale...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463330/ https://www.ncbi.nlm.nih.gov/pubmed/36001222 http://dx.doi.org/10.1007/s11517-022-02645-6 |
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author | Piskorski, J. Kośmider, M. Mieszkowski, D. Żurek, S. Biczuk, B. Jurga, S. Krauze, T. Wykrętowicz, A. Guzik, P. |
author_facet | Piskorski, J. Kośmider, M. Mieszkowski, D. Żurek, S. Biczuk, B. Jurga, S. Krauze, T. Wykrętowicz, A. Guzik, P. |
author_sort | Piskorski, J. |
collection | PubMed |
description | ABSTRACT: The relation between recently established asymmetry in Asymmetric Detrended Fluctuation Analysis (ADFA) and Heart Rate Asymmetry is studied. It is found that the ADFA asymmetric exponents are related both to the overall variability and to its asymmetric components at all studied time scales. We find that the asymmetry in scaling exponents, i.e., [Formula: see text] is associated with both variance-based and runs-based types of asymmetry. This observation suggests that the physiological mechanisms of both types are similar, even though their origins and mathematical methods are very different. GRAPHICAL ABSTRACT: The graphical abstract demonstrates strong, nonlinear association between the expression of Heart Rate Asymmetry measured using relative descriptors and the Asymmetric Detrended Fluctuation Analysis results. It is clear that there is a strong relation between the two theoretically disparate approaches to signal analysis. The technique to demonstrate the association is loess fit. [Image: see text] |
format | Online Article Text |
id | pubmed-9463330 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-94633302022-09-11 Associations between heart rate asymmetry expression and asymmetric detrended fluctuation analysis results Piskorski, J. Kośmider, M. Mieszkowski, D. Żurek, S. Biczuk, B. Jurga, S. Krauze, T. Wykrętowicz, A. Guzik, P. Med Biol Eng Comput Original Article ABSTRACT: The relation between recently established asymmetry in Asymmetric Detrended Fluctuation Analysis (ADFA) and Heart Rate Asymmetry is studied. It is found that the ADFA asymmetric exponents are related both to the overall variability and to its asymmetric components at all studied time scales. We find that the asymmetry in scaling exponents, i.e., [Formula: see text] is associated with both variance-based and runs-based types of asymmetry. This observation suggests that the physiological mechanisms of both types are similar, even though their origins and mathematical methods are very different. GRAPHICAL ABSTRACT: The graphical abstract demonstrates strong, nonlinear association between the expression of Heart Rate Asymmetry measured using relative descriptors and the Asymmetric Detrended Fluctuation Analysis results. It is clear that there is a strong relation between the two theoretically disparate approaches to signal analysis. The technique to demonstrate the association is loess fit. [Image: see text] Springer Berlin Heidelberg 2022-08-24 2022 /pmc/articles/PMC9463330/ /pubmed/36001222 http://dx.doi.org/10.1007/s11517-022-02645-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Piskorski, J. Kośmider, M. Mieszkowski, D. Żurek, S. Biczuk, B. Jurga, S. Krauze, T. Wykrętowicz, A. Guzik, P. Associations between heart rate asymmetry expression and asymmetric detrended fluctuation analysis results |
title | Associations between heart rate asymmetry expression and asymmetric detrended fluctuation analysis results |
title_full | Associations between heart rate asymmetry expression and asymmetric detrended fluctuation analysis results |
title_fullStr | Associations between heart rate asymmetry expression and asymmetric detrended fluctuation analysis results |
title_full_unstemmed | Associations between heart rate asymmetry expression and asymmetric detrended fluctuation analysis results |
title_short | Associations between heart rate asymmetry expression and asymmetric detrended fluctuation analysis results |
title_sort | associations between heart rate asymmetry expression and asymmetric detrended fluctuation analysis results |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463330/ https://www.ncbi.nlm.nih.gov/pubmed/36001222 http://dx.doi.org/10.1007/s11517-022-02645-6 |
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