Title :
Quantification of Spinal Cord Injury Level Using Somatosensory Evoked Potentials
Author :
Mir, Hasan S. ; Al-Nashash, Hasan ; All, Angelo H. ; Thakor, Nitish V.
Author_Institution :
Dept. of Electr. Eng., American Univ. of Sharjah, Sharjah, United Arab Emirates
Abstract :
This paper uses a modified correlation metric to study the somatosensory evoked potential (SEP) in rodents afflicted with spinal cord injury (SCI). It has been shown that specific features of the SEP signal are a strong indicator of the integrity of the spinal pathway. The metric used in this paper exploits an adaptive template tailored to specific features of interest in the SEP signal, thereby providing a more robust assessment of the level of SCI compared to conventional metrics such as Pearson´s correlation coefficient. Results are presented using actual SEP signals collected on rodents with various levels of SCI.
Keywords :
bioelectric potentials; injuries; neurophysiology; patient monitoring; Pearson correlation coefficient; SEP signal; adaptive template; modified correlation metric; somatosensory evoked potentials; spinal cord injury level; spinal pathway integrity; Biomedical engineering; Biomedical imaging; Magnetic resonance imaging; Medical diagnostic imaging; Optical fiber sensors; Propagation losses; Robustness; Rodents; Spinal cord; Spinal cord injury;
Conference_Titel :
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4712-1
Electronic_ISBN :
2151-7614
DOI :
10.1109/ICBBE.2010.5515579