Associations between heart rate asymmetry expression and asymmetric detrended fluctuation analysis results.

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...

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Detalles Bibliográficos
Publicado en:Medical & Biological Engineering & Computing Vol. 60; no. 10; pp. 2969 - 2980
Autores principales: Piskorski, J., Kośmider, M., Mieszkowski, D., Żurek, S., Biczuk, B., Jurga, S., Krauze, T., Wykrętowicz, A., Guzik, P.
Formato: Journal Article
Publicado: Springer Nature Oct2022
Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario: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. 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.