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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)
Department机器人学研究室
Source PublicationScience China Information Sciences
ISSN1674-733X
2015
Volume58Issue:8Pages:102-116
Indexed BySCI ; EI ; CSCD
EI Accession number20152100867996
WOS IDWOS:000358135700010
CSCD IDCSCD:5485452
Contribution Rank1
KeywordAcupuncture Quantitative Assessment Semg Bell's Palsy Feature Extraction Pca
AbstractAcupuncture 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.
Language英语
WOS HeadingsScience & Technology ; Technology
WOS SubjectComputer Science, Information Systems
WOS KeywordCLASSIFICATION SCHEME ; MYOELECTRIC CONTROL ; SIGNALS ; PAIN ; ELECTROMYOGRAPHY
WOS Research AreaComputer Science
Citation statistics
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/16221
Collection机器人学研究室
Corresponding AuthorHan JD(韩建达)
Affiliation1.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.University of Chinese Academy of Sciences, Beijing, China
3.School of Acupuncture and Tuina, Liaoning University of Traditional Chinese Medicine, Shenyang, China
4.Department of Aerospace Engineering, Ryerson University, Toronto, Canada
Recommended Citation
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.
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