Automatic sleep EEG analysis using filter banks

Biomedical Sciences Instrumentation

Volumn 35, Issue , 1999, Pages 241-246

  Berthomier, Christian ^a   Prado, Jacques ^a   Benoit, Odile ^b  

^a TELECOM PARISTECH   (France)

^b HENRI MONDOR HOSPITAL   (France)

Author keywords

Automatic hypnogram; EEG; Mono channel; Non uniform filter banks; Oversampling; Sleep; Sleep stages

Indexed keywords

ELECTROPHYSIOLOGY; SIGNAL FILTERING AND PREDICTION; SLEEP RESEARCH; WAVEFORM ANALYSIS;

AUTOMATIC HYPNOGRAMS; FILTER BANKS;

ELECTROENCEPHALOGRAPHY;

COMPUTER SYSTEM; CONFERENCE PAPER; ELECTROENCEPHALOGRAM; ENGINEERING; HUMAN; MALE; MEDICAL INSTRUMENTATION; NORMAL HUMAN; SLEEP; SLEEP SPINDLE; WAKEFULNESS; WAVEFORM;

ADULT; ELECTROENCEPHALOGRAPHY; HUMANS; MALE; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP;

EID: 0032906318     PISSN: 00678856     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Conference Paper

References (13)

1. A. Rechtschaffen and A. Kales, "A manual of standardized terminology, techniques, and scoring system for sleep stages of human subjects." USPHS Publication, No. 204, Washington DC: US General Publishing Office, 1968.
2. Penzel T, Stephan K, Kubicki S and Herrmann WM. Integrated sleep analysis, with emphasis on automated methods. in : Epilepsy, sleep and sleep deprivation Degen R, Rodin EA. eds, 2nd ed. New York: Elsevier, pp. 177-204, 1991.
3. M. Unser and A. Aldroubi, "A Review of Wavelets in Biomedical Applications," Proc. IEEE, vol. 84 (4), pp 626-638, April 1996.
4. Benoit O, Bouard G, Payan C, Borderies P, and Prado J. Effect of a single dose (10 mg) of zolpidem on visual and spectral analysis of sleep of poor young sleepers. Psychopharmacology, 1994, 116: 297-303.
5. Daurat A, Aguirre A, Foret J and Benoit O. Disruption of sleep recovery after 36h of exposure to moderately bright light. Sleep, 1997, 20(5): 352-358.
6. J. Le Roux, N. Moreau and J. Prado, "Real time analysis and semi automatic classification of sleep EEG signal using a microprocessor," Colloque: Le traitement du signal éléctroencéphalographique expérimental et clinique du système nerveux central, Part I (II), pp 521-530, Dec. 1984.
7. P.P. Vaidyanathan, "Multirate Systems and Filter Banks." Prentice Hall, Inc., Englewood Cliffs, 1993.
8. C. Berthomier, J. Prado and O. Benoit, "EEG analysis using non-uniform oversampled filter banks," Biomedical Sciences Instrumentation, vol. 34, pp 119-124, 1998.
9. B. Kemp, E.W. Groneveld, A.J.M.W. Janssen and J.M. Franzen, "A model based monitor of human sleep stages," Biol. Cybern., vol. 57, pp 365-378, 1987.
10. W.B. Webb and L.M. Drebelow, "A modified method for scoring slow wave sleep of older subjects," Sleep, vol. 5, pp 195-199, 1982.
11. F.A. Gibbs and E.L. Gibbs, "Atlas of Electroencephalography." Addison-Wesley, Reading, MA, 1950.
12. YH. Pao "Vague Features and Vague Decision Rules: The fuzzy-Set Approach," in Adaptive Pattern Recognition and Neural Networks Addison-Wesley Publishing Company. pp. 57-82, 1989.
13. Ferri R, Ferri P, Colognola RM, Petrella MA, Musumeci SA and Bergonzi P. Comparison Between the Results of an Automatic and a Visual Scoring of Sleep EEG Recordings. Sleep, 1989, 12(4): 354-362.