Design and validation of a computer-based sleep-scoring algorithm

Journal of Neuroscience Methods

Volumn 133, Issue 1-2, 2004, Pages 71-80

  Louis, Rhain P ^a   Lee, James ^b   Stephenson, Richard ^a,b  

^a UNIVERSITY OF TORONTO   (Canada)

^b UNIVERSITY OF TORONTO   (Canada)

Author keywords

Algorithm; Electroencephalogram; Electromyogram; Sleep; Staging; Wistar rats

Indexed keywords

ACCURACY; ALGORITHM; ANALYSIS OF VARIANCE; ANIMAL EXPERIMENT; ARTICLE; BEHAVIOR; COMPUTER AIDED DESIGN; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; ELECTROMYOGRAM; ELECTROMYOGRAPHY; EMPIRICISM; FREQUENCY ANALYZER; MALE; NONHUMAN; NONREM SLEEP; PRIORITY JOURNAL; RAT; REM SLEEP; SLEEP; VALIDATION PROCESS;

EID: 0742306849     PISSN: 01650270     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2003.09.025     Document Type: Article

References (22)

1. Benington J.H., Kodali S.K., Heller H.C. Scoring transitions to REM sleep in rats based on the EEG phenomena of pre-REM sleep: an improved analysis of sleep structure. Sleep. 17:1994;28-36.
2. Bergmann B.M., Winter J.B., Rosenberg R.S., Rechtschaffen A. NREM sleep with low-voltage EEG in the rat. Sleep. 10:1987;1-11.
3. Borbély A.A. Effects of light on sleep and activity rhythms. Prog. Neurobiol. 10:1978;1-31.
4. Clark F.M., Radulovacki M. An inexpensive sleep-wake state analyzer for the rat. Physiol. Behav. 43:1988;681-683.
5. Corsi-Cabrera M., Perez-Garci E., Del Rio-Portilla Y., Ugalde E., Guevara M.A. EEG bands during wakefulness, slow-wave, and paradoxical sleep as a result of principal component analysis in the rat. Sleep. 24:2001;374-380.
6. Gandolfo G., Glin L., Lacoste G., Rodi M., Gottesmann G. Automatic sleep-wake scoring in the rat on microcomputer APPLE II. Int. J. Biomed. Comput. 23:1988;83-95.
7. Goeller C.J., Sinton C.M. A microcomputer-based sleep stage analyzer. Comput. Methods Programs Biomed. 29:1989;31-36.
8. Gottesmann C., Kirkham P.A., LaCoste G., Rodrigues L., Arnaud C. Automatic analysis of the sleep-waking cycle in the rat recorded by miniature telemetry. Brain Res. 132:1977;562-568.
9. Hamrahi H., Chan B., Horner R.L. On-line detection of sleep-wake states and application to produce intermittent hypoxia only in sleep in rats. J. Appl. Physiol. 90:2001;2130-2140.
10. Horner R.L., Brooks D., Kozar L.F., Tse S., Phillipson E.A. Immediate effects of arousal from sleep on cardiac autonomic outflow in the absence of breathing in dogs. J. Appl. Physiol. 79:1995;151-162.
11. Huber R., Deboer T., Tobler I. Topography of EEG dynamics after sleep deprivation in mice. J. Neurophysiol. 84:2000;1888-1893.
12. Jurkowlaniec E., Trojniar W., Ozorowska T., Tokarski J. Differential effect of the damage to the lateral hypothalamic area on hippocampal theta rhythm during waking and paradoxical sleep. Acta Neurobiol. Exp. (Warsz). 49:1989;153-169.
13. Karasinski P., Stinus L., Robert C., Limoge A. Real-time sleep-wake scoring in the rat using a single EEG channel. Sleep. 17:1994;113-119.
14. Li C., Radulovacki M., Carley D.W. An automated pontine-wave detection system. Sleep. 26:2003;613-618.
15. Neckelmann D., Olsen O.E., Fagerland S., Ursin R. The reliability and functional validity of visual and semiautomatic sleep/wake scoring in the Moll-Wistar rat. Sleep. 17:1994;120-131.
16. Penzel T., Conradt R. Computer based sleep recording and analysis. Sleep Med. Rev. 4:2000;131-148.
17. Robert C., Karasinski P., Natowicz R., Limoge A. Adult rat vigilance states discrimination by artificial neural networks using a single EEG channel. Physiol. Behav. 59:1996;1051-1060.
18. Ruigt G.S., Van Proosdij J.N., Van Wezenbeek L.A. A large scale, high resolution, automated system for rat sleep staging. II. Validation and application. Electroencephalogr. Clin. Neurophysiol. 73:1989;64-71.
19. Schwierin B., Achermann P., Deboer T., Oleksenko A., Borbely A.A., Tobler I. Regional differences in the dynamics of the cortical EEG in the rat after sleep deprivation. Clin. Neurophysiol. 10:1999;869-875.
20. Van Gelder R.N., Edgar D.M., Dement W.C. Real-time automated sleep scoring: validation of a microcomputer-based system for mice. Sleep. 14:1991;48-55.
21. van Luijtelaar E.L., Coenen A.M. An EEG averaging technique for automated sleep-wake stage identification in the rat. Physiol. Behav. 33:1984;837-841.
22. Winson J. A simple sleep stage detector for the rat. Electroencephalogr. Clin. Neurophysiol. 41:1976;179-182.