• DocumentCode
    636869
  • Title

    Insomnia types and sleep microstructure dynamics

  • Author

    Chouvarda, I. ; Grassi, A. ; Mendez, M.O. ; Bianchi, A.M. ; Parrino, L. ; Milioli, G. ; Terzano, M. ; Maglaveras, Nicos ; Cerutti, Sergio

  • Author_Institution
    Lab. of Med. Inf., Aristotle Univ. of Thessaloniki, Thessaloniki, Greece
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    6167
  • Lastpage
    6170
  • Abstract
    This work aims to investigate sleep microstructure as expressed by Cyclic Alternating Pattern (CAP), and its possible alterations in pathological sleep. Three groups, of 10 subjects each, are considered: a) normal sleep, b) psychophysiological insomnia, and c) sleep misperception. One night sleep PSG and sleep macro- micro structure annotations were available per subject. The statistical properties and the dynamics of CAP events are in focus. Multiscale and non-linear methods are presented for the analysis of the microstructure event time series, applied for each type of CAP events, and their combination. The results suggest that a) both types of insomnia present CAP differences from normal sleep related to hyperarousal, b) sleep misperception presents more extensive differences from normal, potentially reflecting multiple sleep mechanisms, c) there are differences between the two types of insomnia as regard to the intertwining of events of different subtypes. The analysis constitutes a contribution towards new markers for the quantitative characterization of insomnia, and its subtypes.
  • Keywords
    electroencephalography; medical disorders; medical signal processing; sleep; statistical analysis; time series; CAP events; cyclic alternating pattern; insomnia types; microstructure event time series; multiscale methods; nonlinear methods; normal sleep; pathological sleep; polysomnography; psychophysiological insomnia; sleep PSG; sleep microstructure dynamics; sleep misperception; statistical properties; Coherence; Encoding; Entropy; Microstructure; Sleep; Time series analysis; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6610961
  • Filename
    6610961