Analysis of A-phase transitions during the cyclic alternating pattern under normal sleep.
An analysis of the EEG signal during the B-phase and A-phases transitions of the cyclic alternating pattern (CAP) during sleep is presented. CAP is a sleep phenomenon composed by consecutive sequences of A-phases (each A-phase could belong to a possible group A1, A2 or A3) observed during the non-RE...
| Publicado en: | Medical & Biological Engineering & Computing Vol. 54; no. 1; pp. 133 - 149 |
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| Autores principales: | , , , , , , , , , , , |
| Formato: | research Journal Article |
| Publicado: |
Springer Nature
Jan2016
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=113529500&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 113529500 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 01400118 PO0 jtl: Medical & Biological Engineering & Computing issn: 01400118 maglogo: N pubinfo: dt: Jan2016 vid: 54 iid: 1 pid: 237 pub: Springer Nature place: New York, New York artinfo: ui: 113529500 113529500 NLM26253282 113529500 10.1007/s11517-015-1349-9 NLM26253282 113529500 ppf: 133 ppct: 16 formats: fmt: @attributes: type: P tig: atl: Analysis of A-phase transitions during the cyclic alternating pattern under normal sleep. aug: au: Mendez, Martin Chouvarda, Ioanna Alba, Alfonso Bianchi, Anna Grassi, Andrea Arce-Santana, Edgar Milioli, Guilia Terzano, Mario Parrino, Liborio Mendez, Martin Oswaldo Bianchi, Anna Maria Terzano, Mario Giovanni affil: Facultad de Ciencias, Universidad Autónoma de San Luis Potosí, Lateral Av. Salvador Nava s/n 78290 San Luis Potosí (SLP) Mexico sug: subj: Sleep Physiology Middle Age Electroencephalography Adult Male Human Female Research Subjects Validation Studies Comparative Studies Evaluation Research Multicenter Studies Middle Aged: 45-64 years Adult: 19-44 years Male Female ab: An analysis of the EEG signal during the B-phase and A-phases transitions of the cyclic alternating pattern (CAP) during sleep is presented. CAP is a sleep phenomenon composed by consecutive sequences of A-phases (each A-phase could belong to a possible group A1, A2 or A3) observed during the non-REM sleep. Each A-phase is separated by a B-phase which has the basal frequency of the EEG during a specific sleep stage. The patterns formed by these sequences reflect the sleep instability and consequently help to understand the sleep process. Ten recordings from healthy good sleepers were included in this study. The current study investigates complexity, statistical and frequency signal properties of electroencephalography (EEG) recordings at the transitions: B-phase--A-phase. In addition, classification between the onset-offset of the A-phases and B-phase was carried out with a kNN classifier. The results showed that EEG signal presents significant differences (p < 0.05) between A-phases and B-phase for the standard deviation, energy, sample entropy, Tsallis entropy and frequency band indices. The A-phase onset showed values of energy three times higher than B-phase at all the sleep stages. The statistical analysis of variance shows that more than 80% of the A-phase onset and offset is significantly different from the B-phase. The classification performance between onset or offset of A-phases and background showed classification values over 80% for specificity and accuracy and 70% for sensitivity. Only during the A3-phase, the classification was lower. The results suggest that neural assembles that generate the basal EEG oscillations during sleep present an over-imposed coordination for a few seconds due to the A-phases. The main characteristics for automatic separation between the onset-offset A-phase and the B-phase are the energy at the different frequency bands. pubtype: Academic Journal doctype: research Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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