• DocumentCode
    2097783
  • Title

    A novel method to assist the detection of the Cyclic Alternating Pattern (CAP)

  • Author

    Tenorio, J.M. ; Alba, A. ; Mendez, M.O. ; Bianchi, A.M. ; Grassi, A. ; Arce-Santana, E. ; Chouvarda, I. ; Mariani, Stefano ; Rosso, V. ; Terzano, M.G. ; Parrino, L.

  • Author_Institution
    Fac. de Cienc., Univ. Autonoma de San Luis Potosi, San Luis Potosi, Mexico
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    3656
  • Lastpage
    3659
  • Abstract
    This study proposes a novel method to assist the detection of the components that build up the Cyclic Alternating Pattern (CAP). CAP is a sleep phenomenon formed by consecutive sequences of activations (A1, A2, A3) and non-activations during nonREM sleep. The main importance of CAP evaluation is the possibility of defining the sleep process more accurately. Ten recordings from healthy and good sleepers were included in this study. The method is based on inferential statistics to define the initial and ending points of the CAP components based only on an initialization point given by the expert. The results show concordance up to 95% for A1, 85% for A2 and 60% for A3, together with an overestimation of 1.5 s in A1, 1.3 s in A2 and 0 s in A3. The total CAP rate presents a total underestimation of 7 min. Those results suggest that the method is able to accurately detect the initial and ending points of the activations, and may be helpful for the physicians by reducing the time dedicated to the manual inspection task.
  • Keywords
    electroencephalography; medical signal processing; neurophysiology; sleep; statistical analysis; CAP components; CAP evaluation; EEG records; cyclic alternating pattern detection; electroencephalography records; inferential statistics; manual inspection task; nonREM sleep; sleep phenomenon; sleep process; Educational institutions; Electroencephalography; Histograms; Medical services; Oscillators; Sleep; Vectors; Adult; Female; Humans; Male; Middle Aged; Polysomnography; Sleep; Sleep Stages;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6346759
  • Filename
    6346759