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

Department of Chemistry

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

14 Citations (Scopus)

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 has been 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
Title of host publication	2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010
Publisher	IEEE
Pages	4942-4945
Number of pages	4
ISBN (Electronic)	9781424441242
ISBN (Print)	9781424441235
DOIs	https://doi.org/10.1109/IEMBS.2010.5627238
Publication status	Published - 31 Aug 2010
Event	32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010 - Buenos Aires, Argentina Duration: 31 Aug 2010 → 4 Sept 2010 https://ieeexplore.ieee.org/xpl/conhome/5608545/proceeding (Conference Proceedings)

Publication series

Name	Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC
ISSN (Print)	1094-687X
ISSN (Electronic)	1558-4615

Conference

Conference	32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010
Country/Territory	Argentina
City	Buenos Aires
Period	31/08/10 → 4/09/10
Internet address	https://ieeexplore.ieee.org/xpl/conhome/5608545/proceeding (Conference Proceedings)

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

User-Defined Keywords

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

Access to Document

10.1109/IEMBS.2010.5627238

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 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010 (pp. 4942-4945). (Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC). IEEE. https://doi.org/10.1109/IEMBS.2010.5627238

Mir, Hasan ; Al-Nashash, Hasan ; Kerr, Douglas et al. / Histogram based quantification of spinal cord injury level using somatosensory evoked potentials. 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010. IEEE, 2010. pp. 4942-4945 (Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC).

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title = "Histogram based quantification of spinal cord injury level using somatosensory evoked potentials",

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 has been 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.",

keywords = "Somatosensory evoked potential (SEP), Spinal cord injury (SCI), Entropy",

author = "Hasan Mir and Hasan Al-Nashash and Douglas Kerr and Nitish Thakor and Angelo All",

note = "Publisher Copyright: {\textcopyright} 2010 IEEE. Funding Information: This work was supported by the Maryland Stem Cell Research Fund 2007-MSCRFII-0159-00.; 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010 ; Conference date: 31-08-2010 Through 04-09-2010",

year = "2010",

month = aug,

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doi = "10.1109/IEMBS.2010.5627238",

language = "English",

isbn = "9781424441235",

series = "Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC",

publisher = "IEEE",

pages = "4942--4945",

booktitle = "2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010",

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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 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010. Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, IEEE, pp. 4942-4945, 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010, Buenos Aires, Argentina, 31/08/10. 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 et al.
2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010. IEEE, 2010. p. 4942-4945 (Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC).

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

TY - GEN

T1 - Histogram based quantification of spinal cord injury level using somatosensory evoked potentials

AU - Mir, Hasan

AU - Al-Nashash, Hasan

AU - Kerr, Douglas

AU - Thakor, Nitish

AU - All, Angelo

PY - 2010/8/31

Y1 - 2010/8/31

N2 - 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 has been 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.

AB - 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 has been 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.

KW - Somatosensory evoked potential (SEP)

KW - Spinal cord injury (SCI)

KW - Entropy

UR - https://www.scopus.com/pages/publications/78650821930

U2 - 10.1109/IEMBS.2010.5627238

DO - 10.1109/IEMBS.2010.5627238

M3 - Conference proceeding

C2 - 21096668

AN - SCOPUS:78650821930

SN - 9781424441235

T3 - Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC

SP - 4942

EP - 4945

BT - 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010

PB - IEEE

T2 - 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010

Y2 - 31 August 2010 through 4 September 2010

ER -

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 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2010. IEEE. 2010. p. 4942-4945. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC). doi: 10.1109/IEMBS.2010.5627238

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

Abstract

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UN SDGs

User-Defined Keywords

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