脊髓损伤不完全性损伤后采用肌电图触发功能性电刺激进行步行训练
Ambulation after incomplete spinal cord injury with EMG-triggered functional electrical stimulation.
作者信息
Dutta Anirban, Kobetic Rudi, Triolo Ronald J
机构信息
Department of Biomedical Engineering, Case Western Reserve University, Cleveland , OH 44106, USA.
出版信息
IEEE Trans Biomed Eng. 2008 Feb;55(2 Pt 1):791-4. doi: 10.1109/TBME.2007.902225.
Individuals with incomplete spinal cord injury (iSCI) retain some control of the partially paralyzed muscles, necessitating careful integration of functional electrical stimulation (FES) with intact motor function. In this communication, the volitional surface electromyogram (sEMG) from partially paralyzed muscle was used to detect the intent to step in an iSCI volunteer. The classifier was able to trigger the FES-assisted swing phase with a false positive rate less than 1% and true positive rate of 82% for left foot-off (FO) and 83% for right FO over 110 steps taken during three testing sessions spread over a week.
不完全性脊髓损伤(iSCI)患者对部分瘫痪的肌肉仍保留一定控制能力,因此需要将功能性电刺激(FES)与完整的运动功能进行仔细整合。在本交流中,利用部分瘫痪肌肉的自主表面肌电图(sEMG)来检测一名iSCI志愿者的迈步意图。在为期一周的三个测试环节中进行的110步测试中,该分类器能够触发FES辅助的摆动期,左脚离地(FO)的假阳性率低于1%,真阳性率为82%;右脚离地的真阳性率为83%。