• DocumentCode
    429119
  • Title

    Linear and nonlinear analysis of electroencephalogram of the coma

  • Author

    Chan, H.L. ; Lin, M.A. ; Fang, S.C.

  • Author_Institution
    Dept. of Electr. Eng., Chang-Gung Univ., Taoyuan, Taiwan
  • Volume
    1
  • fYear
    2004
  • fDate
    1-5 Sept. 2004
  • Firstpage
    593
  • Lastpage
    595
  • Abstract
    The coma is common in intensive care units. The bedside physical examination provides a means to measuring the neurological status, but it cannot be a continuous evaluation, whereas electroencephalogram (EEG) can reflect the immediate electrical activities of the brain. In this paper, we investigate the spectral parameters, complexity and irregular measures, and spectral entropy in the coma. Compared to the normal subject, the EEG of the coma has a dominance of slow wave, low complexity, less irregularity, and low spectral entropy. This result demonstrates the possibility to use EEG analysis for the monitoring of neurological function.
  • Keywords
    bioelectric phenomena; electroencephalography; entropy; medical signal processing; patient monitoring; bedside physical examination; brain; coma; electroencephalogram; immediate electrical activities; intensive care units; less irregularity; linear analysis; low complexity; low spectral entropy; neurological function monitoring; neurological status; nonlinear analysis; slow wave; spectral parameters; Brain; Electroencephalography; Entropy; Frequency; Length measurement; Nervous system; Patient monitoring; Probes; Signal analysis; Sleep; Coma; Electroencephalogram; Linear; Nonlinear;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
  • Conference_Location
    San Francisco, CA
  • Print_ISBN
    0-7803-8439-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.2004.1403227
  • Filename
    1403227