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Predictability decomposition detects the impairment of brain–heart dynamical networks during sleep disorders and their recovery with treatment

This work introduces a framework to study the network formed by the autonomic component of heart rate variability (cardiac process η) and the amplitude of the different electroencephalographic waves (brain processes δ, θ, α, σ, β) during sleep. The framework exploits multivariate linear models to de...

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Veröffentlicht in:Philos Trans A Math Phys Eng Sci
Hauptverfasser: Faes, Luca, Marinazzo, Daniele, Stramaglia, Sebastiano, Jurysta, Fabrice, Porta, Alberto, Giandomenico, Nollo
Format: Artigo
Sprache:Inglês
Veröffentlicht: The Royal Society Publishing 2016
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4822440/
https://ncbi.nlm.nih.gov/pubmed/27044993
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsta.2015.0177
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