Mir Hasan, Al-Nashash Hasan, Kerr Douglas, Thakor Nitish, All Angelo
Department of Electrical Engineering, American University of Sharjah, UAE.
Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:4942-5. doi: 10.1109/IEMBS.2010.5627238.
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.
本文使用基于熵的度量方法来研究患有局灶性脱髓鞘脊髓损伤(SCI)的啮齿动物的体感诱发电位(SEP)。研究表明,SEP信号的幅度特征是脊髓感觉通路完整性的有力指标。与传统的基于相关性的度量方法相比,本文使用的度量方法利用SEP信号的幅度直方图,对脊髓不同程度的脱髓鞘进行稳健评估。使用在患有不同程度SCI的啮齿动物上采集的实际SEP信号展示了结果。