Histogram based quantification of spinal cord injury level using somatosensory evoked potentials

Hasan Mir; Hasan Al-Nashash; Douglas Kerr; Nitish Thakor; Angelo All

doi:10.1109/IEMBS.2010.5627238

Histogram based quantification of spinal cord injury level using somatosensory evoked potentials

Hasan Mir, Hasan Al-Nashash, Douglas Kerr, Nitish Thakor, Angelo All

School of Medicine

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This paper uses an entropy based metric to study the somatosensory evoked potential (SEP) in rodents afflicted with focal demyelination spinal cord injury (SCI). It ha sbeen shown that amplitude characteristics of the SEP signal are a strong indicator of the integrity of the spinal cord sensory pathways. Compared to conventional correlation based metrics, the metric used in this paper exploits the amplitude histogram of SEP signals to provide a robust assessment of the different degrees of demyelination in the spinal cord. Results are presented using actual SEP signals collected on rodents with various levels of SCI.

Original language	English (US)
Title of host publication	2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
Pages	4942-4945
Number of pages	4
DOIs	https://doi.org/10.1109/IEMBS.2010.5627238
State	Published - Dec 1 2010
Event	2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 - Buenos Aires, Argentina Duration: Aug 31 2010 → Sep 4 2010

Publication series

Name	2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Other

Other	2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
Country	Argentina
City	Buenos Aires
Period	8/31/10 → 9/4/10

Keywords

Entropy
Somatosensory evoked potential (SEP)
Spinal cord injury (SCI)

ASJC Scopus subject areas

Biomedical Engineering
Computer Vision and Pattern Recognition
Signal Processing
Health Informatics

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Cite this

Mir, H., Al-Nashash, H., Kerr, D., Thakor, N., & All, A. (2010). Histogram based quantification of spinal cord injury level using somatosensory evoked potentials. In 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 (pp. 4942-4945). [5627238] (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10). https://doi.org/10.1109/IEMBS.2010.5627238

Histogram based quantification of spinal cord injury level using somatosensory evoked potentials. / Mir, Hasan; Al-Nashash, Hasan; Kerr, Douglas; Thakor, Nitish ; All, Angelo.

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 2010. p. 4942-4945 5627238 (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Mir, H, Al-Nashash, H, Kerr, D, Thakor, N & All, A 2010, Histogram based quantification of spinal cord injury level using somatosensory evoked potentials. in 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10., 5627238, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10, pp. 4942-4945, 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10, Buenos Aires, Argentina, 8/31/10. https://doi.org/10.1109/IEMBS.2010.5627238

Mir H, Al-Nashash H, Kerr D, Thakor N , All A. Histogram based quantification of spinal cord injury level using somatosensory evoked potentials. In 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 2010. p. 4942-4945. 5627238. (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10). https://doi.org/10.1109/IEMBS.2010.5627238

Mir, Hasan ; Al-Nashash, Hasan ; Kerr, Douglas ; Thakor, Nitish ; All, Angelo. / Histogram based quantification of spinal cord injury level using somatosensory evoked potentials. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 2010. pp. 4942-4945 (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10).

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