Development of an automatic sleep EEG analysis and staging system
Pages 459 - 462
Abstract
The application of computers to sleep staging has not replaced manual classification techniques because of the simplifying assumptions employed in the design of most systems. Tltese assumptions result in significant deviations from the results of automated analysis when compared to manual techniques applied to the broad spectrum of sleep electrophysiologic signals that may be observed.
References
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[2]
Smith, J. R. "Computers in Sleep Research", CRC Crit. Rev. in Bioengrg., 3 (1978), pp. 93--148.
[3]
Cox, J. R., F. M. Nolle, and R. M. Arthur. "Digital Analysis of the Electroencephalogram, the Blood Pressure Wave, and the Electrocardiogram." Proc. IEEE, 60 (1972), pp. 1137--1164.
[4]
Othmer, E., M. Vannier, S. Othmer, and P. Fishman. "Pattern Recognition in Sleep Research." Proc. Vth Intl. Conf. on Pattern Recog., December 1--4, 1980, Miami Beach, Florida.
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Rechtschaffen, E. A., and A. Kales. "A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects." Public Health Service. Washington, D.C.: U.S. Government Printing Office, 1968.
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Karacan, I., W. C. Orr, T. Roth, et al. "Establishment and Implementation of Standardized Sleep Laboratory Data Collection and Scoring Procedures." Psychophysiology, 15 (1978), pp. 173--179.
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Othmer, E., S. C. Othmer, M. W. Vannier, P. M. Fishman, and W. Holland. "A Simple Time Synchronization Device for Polygraph, Analogue Tape and Digital Computer as Used in Sleep Research." J. Bionted. Eng., 1 (1979), pp. 127--128.
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Othmer, E., S. C. Othmer, P. M. Fishman, and M. Vannier. "Electromyogram Processing for Sleep Research." Int. J. Bio-Med. Comput., 11 (1979), pp. 33--39.
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Fishman, P. M., and E. Othmer. "An Algorithmic Description of the SLEEP Program for the Analysis of Sleep Polygraphic Records." Washington Univ. Biomed. Comput. Lab Monograph 282, St. Louis, Missouri, June 1976.
- Development of an automatic sleep EEG analysis and staging system
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Published In
May 1981
736 pages
ISBN:9781450379212
DOI:10.1145/1500412
Copyright © 1981 ACM.
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Published: 04 May 1981
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