Multivariate Correlation Measures Reveal Structure and Strength of Brain–Body Physiological Networks at Rest and During Mental Stress

Multivariate Correlation Measures Reveal Structure and Strength of Brain–Body Physiological Networks at Rest and During Mental Stress

In this work, we extend to the multivariate case the classical correlation analysis used in the field of network physiology to probe dynamic interactions between organ systems in the human body. To this end, we define different correlation-based measures of the multivariate interaction (MI) within a...

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Bibliographic Details
Main Authors: Riccardo Pernice, Yuri Antonacci, Matteo Zanetti, Alessandro Busacca, Daniele Marinazzo, Luca Faes, Giandomenico Nollo
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Neuroscience
Subjects:
network physiology
brain–heart connection
cardiovascular oscillations
EEG waves
physiological stress
time series analysis
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2020.602584/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2020.602584/full

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