Quantitative Evaluation of muscle Spasticity Based on Independent Component Analysis

摘要：

spasticity is one component of the upper motorneuron syndrome, which also includes motor deficits and loss offine movement. Spasticity interferes with the patients naturalmovement or patients remaining functional possibilities. After astudy on the independent component analysis (ICA), fast ICAalgorithm method is used to restore a clear-cut thighelectromyography (EMG) and angle curves which can carry outan accurate analysis of the spasticity. The algorithm has thevirtue of simple principle, quick convergence speed and obviousde-noising effect. The results of theoretical analysis and clinicalfindings are consistent with a high practical value.

作者: Zhang Xin Fang Ting

作者单位: Department of Mechanical Engineering Anhui University of Science & Technology Huainan, China

会议类型: 国际会议

会议名称: The 4th International Conference on Bioinformatics and Biomedical Engineering(第四届IEEE生物信息与生物医学工程国际会议 iCBBE 2010)

会议地点: 成都

会议语种:英文

页码: 1-3

在线出版日期: 2010-06-18（万方平台首次上网日期，不代表论文的发表时间）