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
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