Shape analysis of somatosensory evoked potentials to detect a focal spinal cord lesion

G. Agrawal, D. L. Sherman, P. Walczak, J. W.M. Bulte, N. V. Thakor, D. A. Kerr, A. H. All

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, the shape of the Somatosensory Evoked Potential (SEP) signals is analyzed to detect a focal lesion in the spinal cord of rats. SEPs can be used to reliably assess the spinal cord integrity. However traditional time-domain analysis often needs human intervention because of common difficulty in SEP peak detection due to low signal-to-noise ratio or flattening of SEPs during injury. We have proposed a novel shape analysis technique for SEPs, in which we obtain the slope information for the entire waveform in specific time bins. This technique does not involve any peak detection, and can be used without human intervention. We studied the effectiveness of this technique in a focal Experimental Autoimmune Encephalomyelitis model, in which a focal demyelinating lesion is induced in the spinal cord by injecting cytokine-ethidium bromide into dorsal white matter at T8 after immunization using Myelin Oligodendrocyte Glycoprotein combined with incomplete Freund's adjuvant. The technique was applied to SEPs recorded before and after lesion from 12 rats. The results showed the effect of injury to the SEPs from hindlimbs, hence demonstrating great potential of this technique to detect an injury to the spinal cord.

Original languageEnglish (US)
Title of host publicationNEBEC 2009 - Proceedings of the IEEE 35th Annual Northeast Bioengineering Conference
DOIs
StatePublished - Sep 21 2009
EventIEEE 35th Annual Northeast Bioengineering Conference, NEBEC 2009 - Boston, MA, United States
Duration: Apr 3 2009Apr 5 2009

Publication series

NameBioengineering, Proceedings of the Northeast Conference
ISSN (Print)1071-121X

Other

OtherIEEE 35th Annual Northeast Bioengineering Conference, NEBEC 2009
CountryUnited States
CityBoston, MA
Period4/3/094/5/09

ASJC Scopus subject areas

  • Bioengineering

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    Agrawal, G., Sherman, D. L., Walczak, P., Bulte, J. W. M., Thakor, N. V., Kerr, D. A., & All, A. H. (2009). Shape analysis of somatosensory evoked potentials to detect a focal spinal cord lesion. In NEBEC 2009 - Proceedings of the IEEE 35th Annual Northeast Bioengineering Conference [4967710] (Bioengineering, Proceedings of the Northeast Conference). https://doi.org/10.1109/NEBC.2009.4967710