DocumentCode
2940499
Title
Histogram based quantification of spinal cord injury level using somatosensory evoked potentials
Author
Mir, Hasan ; Al-Nashash, Hasan ; Kerr, Douglas ; Thakor, Nitish ; All, Angelo
Author_Institution
Dept. of Electr. Eng., American Univ. of Sharjah, Sharjah, United Arab Emirates
fYear
2010
fDate
Aug. 31 2010-Sept. 4 2010
Firstpage
4942
Lastpage
4945
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
bioelectric potentials; injuries; medical signal processing; neurophysiology; somatosensory phenomena; SCI; SEP; entropy; somatosensory evoked potentials; spinal cord injury level; Correlation; Electric potential; Histograms; Injuries; Measurement; Spinal cord injury; Entropy; Somatosensory Evoked Potential (SEP); Spinal Cord Injury (SCI); Animals; Data Interpretation, Statistical; Diagnosis, Computer-Assisted; Electroencephalography; Evoked Potentials, Somatosensory; Rats; Reproducibility of Results; Sensitivity and Specificity; Somatosensory Cortex; Spinal Cord Injuries;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location
Buenos Aires
ISSN
1557-170X
Print_ISBN
978-1-4244-4123-5
Type
conf
DOI
10.1109/IEMBS.2010.5627238
Filename
5627238
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