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Assessment of the depth of anesthesia based on symbolic dynamics of the EEG

Nadine Tupaika, Montserrat Vallverdu, Mathieu Jospin, Erik W Jensen, Michel Struys UGent, HUGO VEREECKE UGent, A Voss and P Caminal (2010) IEEE Engineering in Medicine and Biology Society Conference Proceedings. In IEEE Engineering in Medicine and Biology Society Conference Proceedings p.5971-5974
abstract
Methodologies based on symbolic dynamics have successfully demonstrated to reflect the nonlinear behavior of biological signals. In the present study, symbolic dynamics was applied to the electroencephalogram (EEG) in order to describe the level of depth of anesthesia. The EEG was transformed to symbol sequences. Words of three symbols were built from this symbolic series. The results obtained from the EEGs of 36 patients undergoing anesthesia showed that the probabilities of the word types were able to reflect the depth of anesthesia in a similar way to the auditory evoked potential index AAI, a commercial index.
Please use this url to cite or link to this publication:
author
organization
year
type
conference
publication status
published
subject
keyword
PROPOFOL, AUDITORY-EVOKED POTENTIALS, SPECTRAL ENTROPY, BISPECTRAL INDEX, INDUCTION
in
IEEE Engineering in Medicine and Biology Society Conference Proceedings
IEEE Eng. Med. Biol. Soc. Conf. Proc.
series title
IEEE Engineering in Medicine and Biology Society Conference Proceedings
issue title
2010 32nd Annual international conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010)
pages
5971 - 5974
publisher
IEEE
place of publication
New York, NY, USA
conference name
2010 32nd Annual international conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010) : Merging medical humanism and technology
conference location
Buenos Aires, Argentina
conference start
2010-08-30
conference end
2010-09-04
Web of Science type
Proceedings Paper
Web of Science id
000287964006093
ISSN
1557-170X
ISBN
9781424441242
9781424441235
DOI
10.1109/IEMBS.2010.5627574
language
English
UGent publication?
no
classification
P1
copyright statement
I have transferred the copyright for this publication to the publisher
id
1904234
handle
http://hdl.handle.net/1854/LU-1904234
date created
2011-09-20 10:34:28
date last changed
2012-08-06 15:36:03
@inproceedings{1904234,
  abstract     = {Methodologies based on symbolic dynamics have successfully demonstrated to reflect the nonlinear behavior of biological signals. In the present study, symbolic dynamics was applied to the electroencephalogram (EEG) in order to describe the level of depth of anesthesia. The EEG was transformed to symbol sequences. Words of three symbols were built from this symbolic series. The results obtained from the EEGs of 36 patients undergoing anesthesia showed that the probabilities of the word types were able to reflect the depth of anesthesia in a similar way to the auditory evoked potential index AAI, a commercial index.},
  author       = {Tupaika, Nadine and Vallverdu, Montserrat and Jospin, Mathieu and Jensen, Erik W and Struys, Michel and VEREECKE, HUGO and Voss, A and Caminal, P},
  booktitle    = {IEEE Engineering in Medicine and Biology Society Conference Proceedings},
  isbn         = {9781424441242},
  issn         = {1557-170X},
  keyword      = {PROPOFOL,AUDITORY-EVOKED POTENTIALS,SPECTRAL ENTROPY,BISPECTRAL INDEX,INDUCTION},
  language     = {eng},
  location     = {Buenos Aires, Argentina},
  pages        = {5971--5974},
  publisher    = {IEEE},
  title        = {Assessment of the depth of anesthesia based on symbolic dynamics of the EEG},
  url          = {http://dx.doi.org/10.1109/IEMBS.2010.5627574},
  year         = {2010},
}

Chicago
Tupaika, Nadine, Montserrat Vallverdu, Mathieu Jospin, Erik W Jensen, Michel Struys, HUGO VEREECKE, A Voss, and P Caminal. 2010. “Assessment of the Depth of Anesthesia Based on Symbolic Dynamics of the EEG.” In IEEE Engineering in Medicine and Biology Society Conference Proceedings, 5971–5974. New York, NY, USA: IEEE.
APA
Tupaika, N., Vallverdu, M., Jospin, M., Jensen, E. W., Struys, M., VEREECKE, H., Voss, A., et al. (2010). Assessment of the depth of anesthesia based on symbolic dynamics of the EEG. IEEE Engineering in Medicine and Biology Society Conference Proceedings (pp. 5971–5974). Presented at the 2010 32nd Annual international conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010) : Merging medical humanism and technology, New York, NY, USA: IEEE.
Vancouver
1.
Tupaika N, Vallverdu M, Jospin M, Jensen EW, Struys M, VEREECKE H, et al. Assessment of the depth of anesthesia based on symbolic dynamics of the EEG. IEEE Engineering in Medicine and Biology Society Conference Proceedings. New York, NY, USA: IEEE; 2010. p. 5971–4.
MLA
Tupaika, Nadine, Montserrat Vallverdu, Mathieu Jospin, et al. “Assessment of the Depth of Anesthesia Based on Symbolic Dynamics of the EEG.” IEEE Engineering in Medicine and Biology Society Conference Proceedings. New York, NY, USA: IEEE, 2010. 5971–5974. Print.