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Intra- and Inter-Regional Complexity in Multi-Channel Awake EEG Through Multivariate Multiscale Dispersion Entropy for Assessing Sleep Quality and Aging

Aging and poor sleep quality are associated with altered brain dynamics, yet current electroencephalography (EEG) analyses often overlook regional complexity. This study addresses this gap by introducing a novel integration of intra- and inter-regional complexity analysis using multivariate multisca...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Ahmad Zandbagleh, Saeid Sanei, Lucía Penalba-Sánchez, Pedro Miguel Rodrigues, Mark Crook-Rumsey, Hamed Azami
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2025-04-01
Schriftenreihe:Biosensors
Schlagworte:
aging
EEG
machine learning
multivariate multiscale dispersion entropy
sleep quality
Online-Zugang:https://www.mdpi.com/2079-6374/15/4/240
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