SIA OpenIR  > 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)
作者部门机器人学研究室
关键词Acupuncture Quantitative Assessment Semg Bell's Palsy Feature Extraction Pca
发表期刊Science China Information Sciences
ISSN1674-733X
2015
卷号58期号:8页码:102-116
收录类别SCI ; EI ; CSCD
EI收录号20152100867996
WOS记录号WOS:000358135700010
CSCD记录号CSCD:5485452
产权排序1
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.
语种英语
WOS标题词Science & Technology ; Technology
WOS类目Computer Science, Information Systems
关键词[WOS]CLASSIFICATION SCHEME ; MYOELECTRIC CONTROL ; SIGNALS ; PAIN ; ELECTROMYOGRAPHY
WOS研究方向Computer Science
引用统计
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/16221
专题机器人学研究室
通讯作者Han JD(韩建达)
作者单位1.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
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.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
sEMG based quantitat(1734KB)期刊论文出版稿开放获取ODC PDDL浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Han JD(韩建达)]的文章
[Xiong AB(熊安斌)]的文章
[Zhao XG(赵新刚)]的文章
百度学术
百度学术中相似的文章
[Han JD(韩建达)]的文章
[Xiong AB(熊安斌)]的文章
[Zhao XG(赵新刚)]的文章
必应学术
必应学术中相似的文章
[Han JD(韩建达)]的文章
[Xiong AB(熊安斌)]的文章
[Zhao XG(赵新刚)]的文章
相关权益政策
暂无数据
收藏/分享
文件名: sEMG based quantitative assessment of acupuncture on Bells palsy.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。