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	Real-time Identification Performance of Fine Motor Movements for Traumatic Brain Injured Patients
	Ouyang, Yatao; Shang, Peng; Li, Guanglin; Xing, Xuyan; Samuel, Oluwarotimi Williams; Geng, Yanjuan; Guo, Xin; Xia, Zeyang
	2018
会议日期	2018
会议地点	天津
英文摘要	During the assistive rehabilitation for neurologically disordered patients with motor impairment, identifying the patients’ motor intents is an important issue according to the theory of brain plasticity. Motivated by examining the real-time identification performance of fine motor movements for traumatic brain injured (TBI) patients in this study, four male TBI subjects with mild to moderate motor impairment were included, and whose motor control performance in terms of five real-time performance metrics as well as one offline performance metric were evaluated. The results show similar offline motion classification accuracies (all above 95%) from all subjects, but obviously different in real-time scenario. And the real-time performance was found to be related with the specific motor impairment level of each subject that assessed by clinical evaluation scales. In addition, the learning ability of subjects was observed by analyzing the unsuccessful motion tasks. These findings suggest that it is necessary and important to conduct subject-specific physical exercise training based on the pattern recognition technique.
内容类型	会议论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/14450]
专题	深圳先进技术研究院_医工所
推荐引用方式 GB/T 7714	Ouyang, Yatao,Shang, Peng,Li, Guanglin,et al. Real-time Identification Performance of Fine Motor Movements for Traumatic Brain Injured Patients[C]. 见:. 天津. 2018.

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