Assessment of the effectiveness of acupuncture on facial paralysis based on sEMG decomposition

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 机器人学研究室

	Assessment of the effectiveness of acupuncture on facial paralysis based on sEMG decomposition
	Xiong AB(熊安斌); Zhao XG(赵新刚); Han JD(韩建达); Liu GJ(刘光军)
	2014
会议名称	3rd International Conference on Robot Intelligence Technology and Applications, RiTA 2014
会议日期	November 6-8, 2014
会议地点	Beijing, China
页码	705-717
中文摘要	Although acupuncture has been extensively and routinely applied in clinic around the world, its use is conventionally based on empirical knowledge rather than scientific evidence. In this paper, we investigate the surface electromyographic (sEMG) activity on the face of patients with facial paralysis to validate the effectiveness of acupuncture. sEMG decomposition method is employed to quantify of the differences between the healthy and diseased sides, which includes 2 parts: to decompose sEMG into motor units action potential trains (MUAPTs) with Gaussian Mixture Model (GMM); to assess the recovery of patients with facial paralysis according to the differences between the MUAPTs of healthy and diseased sides. Finally, an auto-regression model is used to predict the recovery trends. Results indicate that the proposed method can assess the effectiveness of acupuncture on facial paralysis and achieve a high accuracy of 90.94% to predict the recovery trends. © Springer International Publishing Switzerland 2015.
收录类别	EI ; CPCI（ISTP）
产权排序	1
会议录	Advances in Intelligent Systems and Computing
会议录出版者	Springer Verlag
会议录出版地	Berlin
语种	英语
ISSN号	2194-5357
ISBN号	978-3-319-16840-1
WOS记录号	WOS:000380533900064
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/17114]
专题	沈阳自动化研究所_机器人学研究室
推荐引用方式 GB/T 7714	Xiong AB,Zhao XG,Han JD,et al. Assessment of the effectiveness of acupuncture on facial paralysis based on sEMG decomposition[C]. 见:3rd International Conference on Robot Intelligence Technology and Applications, RiTA 2014. Beijing, China. November 6-8, 2014.