A statistical overview on sleep scoring
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Dosyalar
Tarih
2020
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In this study, sleep electroencephalography (EEG) which is frequently
used in statistical modelling has been modelled with the autoregressive (AR) timeseries model and what kind of a structure the variance of the term white noise
included in the model represented in different sleep stages has been observed.
Taking all of the stages scored in accordance with Rechtschaffen and Kales criterion
into account separately, epoches in each stage have been modelled with the AR and
the variance of the term white noise in this model has been monitored. The study
has evaluated the sleep EEG variances of a subject. In accordance with the results,
the heterogeneity at Stage 2 was thought to be the reason why the objective
differences appeared in scoring. It is thought that this data pointed out a necessity
that the period in Rechtschaffen and Kales scoring which is called Stage 2 must be
revised.
Açıklama
Anahtar Kelimeler
Sleep, EEG, Time Series
Kaynak
Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering
WoS Q Değeri
Scopus Q Değeri
Cilt
62
Sayı
2
Künye
Özbek, L., Sütçigil, L., Aydın, H., Yetkin, S., Özgen, F. (2020). A statistical overview on sleep scoring. Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering, 62(2), 115 - 122. 10.33769/aupse.74557
