sEMG based quantitative assessment of acupuncture on Bells palsy: an experimental study
文献类型：期刊论文
| 作者 | 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)
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| 刊名 | Science China Information Sciences
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| 出版日期 | 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 |
| 产权排序 | 1 |
| 通讯作者 | 韩建达 |
| 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 |
| 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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