sEMG based quantitative assessment of acupuncture on Bells palsy: an experimental study

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

	sEMG based quantitative assessment of acupuncture on Bells palsy: an experimental study
	Han JD(韩建达); Xiong AB(熊安斌); Zhao XG(赵新刚); Ding QC(丁其川); Chen, YiGuo; Liu GJ(刘光军)
刊名	Science China Information Sciences
	2015
卷号	58 期号:8 页码:102-116
关键词	acupuncture quantitative assessment sEMG, Bell's palsy feature extraction, PCA
ISSN号	1674-733X
通讯作者	韩建达
产权排序	1
中文摘要	Acupuncture is a traditional Chinese therapeutic method, recognized by western medicine as an important complementary therapy. However, the efficacy assessment of this traditional intervention has been mainly empirical rather than scientific. In this paper, we propose a surface electromyography (sEMG) based approach for quantitative assessment of acupuncture on Bell’s palsy. The assessment is made by comparing the muscle activities of healthy with diseased ones. A feature-vector of four individual sEMG features is introduced for more comprehensive representation of muscle activity. A clustering technique is then proposed to calculate quantitative differences between the muscle activities of the healthy and diseased sides. A regressive model is also proposed to predict the recovery trend of a patient based on the quantitative assessments during his/her clinical acupuncture history. As reported in the paper, a total of 20 selected Bell’s palsy patients have participated in the extensive experiments that were conducted to verify the performance of the proposed method.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Computer Science, Information Systems
研究领域[WOS]	Computer Science
关键词[WOS]	CLASSIFICATION SCHEME ; MYOELECTRIC CONTROL ; SIGNALS ; PAIN ; ELECTROMYOGRAPHY
收录类别	SCI ; EI ; CSCD
语种	英语
WOS记录号	WOS:000358135700010
内容类型	期刊论文
源URL	[http://ir.sia.ac.cn/handle/173321/16221]
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	Han JD,Xiong AB,Zhao XG,et al. sEMG based quantitative assessment of acupuncture on Bells palsy: an experimental study[J]. Science China Information Sciences,2015,58(8):102-116.
APA	Han JD,Xiong AB,Zhao XG,Ding QC,Chen, YiGuo,&Liu GJ.(2015).sEMG based quantitative assessment of acupuncture on Bells palsy: an experimental study.Science China Information Sciences,58(8),102-116.
MLA	Han JD,et al."sEMG based quantitative assessment of acupuncture on Bells palsy: an experimental study".Science China Information Sciences 58.8(2015):102-116.