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
Link To Document :
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