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dc.contributor.authorAlonso López, Joan Francesc
dc.contributor.authorRomero Lafuente, Sergio
dc.contributor.authorMañanas Villanueva, Miguel Ángel
dc.contributor.authorAlcalá Álvarez, Marta
dc.contributor.authorAntonijoan, Rosa Maria
dc.contributor.authorGiménez Badia, Sandra
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.date.accessioned2016-10-25T16:44:05Z
dc.date.available2016-10-25T16:44:05Z
dc.date.issued2016-04-01
dc.identifier.citationAlonso, J.F., Romero, S., Mañanas, M.A., Alcalá, M., Antonijoan, R., Giménez, S. Acute sleep deprivation induces a local brain transfer information increase in the frontal cortex in a widespread decrease context. "Sensors", 1 Abril 2016, vol. 16, núm. 4.
dc.identifier.issn1424-8220
dc.identifier.urihttp://hdl.handle.net/2117/91073
dc.description.abstractSleep deprivation (SD) has adverse effects on mental and physical health, affecting the cognitive abilities and emotional states. Specifically, cognitive functions and alertness are known to decrease after SD. The aim of this work was to identify the directional information transfer after SD on scalp EEG signals using transfer entropy (TE). Using a robust methodology based on EEG recordings of 18 volunteers deprived from sleep for 36 h, TE and spectral analysis were performed to characterize EEG data acquired every 2 h. Correlation between connectivity measures and subjective somnolence was assessed. In general, TE showed medium-and long-range significant decreases originated at the occipital areas and directed towards different regions, which could be interpreted as the transfer of predictive information from parieto-occipital activity to the rest of the head. Simultaneously, short-range increases were obtained for the frontal areas, following a consistent and robust time course with significant maps after 20 h of sleep deprivation. Changes during sleep deprivation in brain network were measured effectively by TE, which showed increased local connectivity and diminished global integration. TE is an objective measure that could be used as a potential measure of sleep pressure and somnolence with the additional property of directed relationships.
dc.language.isoeng
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Enginyeria biomèdica::Electrònica biomèdica
dc.subject.lcshMedical electronics
dc.subject.otherprolonged wakefulness
dc.subject.othersleep deprivation (SD)
dc.subject.otherelectroencephalography (EEG) transfer entropy (TE)
dc.subject.otherDEFAULT-MODE NETWORK
dc.subject.otherFUNCTIONAL CONNECTIVITY
dc.subject.otherHUMAN EEG
dc.subject.otherPREFRONTAL CORTEX
dc.subject.otherDEPENDENT CHANGES
dc.subject.otherTHETA ACTIVITY
dc.subject.otherRESTING STATE
dc.subject.otherWAKING EEG
dc.subject.otherELECTROENCEPHALOGRAM
dc.subject.otherWAKEFULNESS
dc.titleAcute sleep deprivation induces a local brain transfer information increase in the frontal cortex in a widespread decrease context
dc.typeArticle
dc.subject.lemacSon
dc.subject.lemacElectrònica mèdica
dc.contributor.groupUniversitat Politècnica de Catalunya. BIOART - BIOsignal Analysis for Rehabilitation and Therapy
dc.identifier.doi10.3390/s16040540
dc.relation.publisherversionhttp://www.mdpi.com/1424-8220/16/4/540
dc.rights.accessOpen Access
local.identifier.drac18729682
dc.description.versionPostprint (published version)
local.citation.authorAlonso, J.F.; Romero, S.; Mañanas, M.A.; Alcalá, M.; Antonijoan, R.; Giménez, S.
local.citation.publicationNameSensors
local.citation.volume16
local.citation.number4


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