SIA OpenIR  > 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)
Department机器人学研究室
Conference Name3rd International Conference on Robot Intelligence Technology and Applications, RiTA 2014
Conference DateNovember 6-8, 2014
Conference PlaceBeijing, China
Source PublicationAdvances in Intelligent Systems and Computing
PublisherSpringer Verlag
Publication PlaceBerlin
2014
Pages705-717
Indexed ByEI ; CPCI(ISTP)
EI Accession number20154001333126
WOS IDWOS:000380533900064
Contribution Rank1
ISSN2194-5357
ISBN978-3-319-16840-1
AbstractAlthough 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.
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/17114
Collection机器人学研究室
Affiliation1.State Key Laboratory of Robotics, Shenyang Institute of Automation (SIA), Chinese Academy of Sciences (CAS), Shenyang, Liaoning, 110016, China
2.University of Chinese Academy of Sciences (CAS), Beijing, 100049, China
3.Department of Aerospace Engineering, Ryerson University, Toronto, Canada
Recommended Citation
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]. Berlin:Springer Verlag,2014:705-717.
Files in This Item: Download All
File Name/Size DocType Version Access License
Assessment of the ef(1980KB)会议论文 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Xiong AB(熊安斌)]'s Articles
[Zhao XG(赵新刚)]'s Articles
[Han JD(韩建达)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Xiong AB(熊安斌)]'s Articles
[Zhao XG(赵新刚)]'s Articles
[Han JD(韩建达)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Xiong AB(熊安斌)]'s Articles
[Zhao XG(赵新刚)]'s Articles
[Han JD(韩建达)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: Assessment of the effectiveness of acupuncture on facial paralysis based on sEMG decomposition.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.