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Rehabilitation of motor function in children with cerebral palsy based on motor imagery (Open Access)

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机构: [1]School of Life Science and Technology, Center for Information in Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China [2]The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu 611731, China [3]School of Computer Science, Chengdu University of Information Technology, Chengdu 611731, China [4]Sichuan Rehabilitation Hospital, Chengdu, China [5]School of Medicine, Sichuan Cancer Hospital, University of Electronic Science and Technology of China, Chengdu, China [6]Radiation Oncology Key Laboratory of Sichuan Province, Chengdu, China [7]No. 2006, Xiyuan Ave, West Hi-Tech Zone, Chengdu 611731, Sichuan, China
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关键词: Cerebral palsy EEG network MI-BCI Motor rehabilitation

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To promote the rehabilitation of motor function in children with cerebral palsy (CP), we developed motor imagery (MI) based training system to assist their motor rehabilitation. Eighteen CP children, ten in short- and eight in long-term rehabilitation, participated in our study. In short-term rehabilitation, every 2 days, the MI datasets were collected; whereas the duration of two adjacency MI experiments was ten days in the long-term protocol. Meanwhile, within two adjacency experiments, CP children were requested to daily rehabilitate the motor function based on our system for 30 min. In both strategies, the promoted motor information processing was observed. In terms of the relative signal power spectra, a main effect of time was revealed, as the promoted power spectra were found for the last time of MI recording, compared to that of the first one, which first validated the effectiveness of our intervention. Moreover, as for network efficiency related to the motor information processing, compared to the first MI, the increased network properties were found for the last MI, especially in long-term rehabilitation in which CP children experienced a more obvious efficiency promotion. These findings did validate that our MI-based rehabilitation system has the potential for CP children to assist their motor rehabilitation. © 2021, The Author(s), under exclusive licence to Springer Nature B.V.

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大类 | 2 区 工程技术
小类 | 2 区 神经科学
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大类 | 3 区 工程技术
小类 | 3 区 神经科学
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第一作者机构: [1]School of Life Science and Technology, Center for Information in Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China
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通讯机构: [1]School of Life Science and Technology, Center for Information in Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China [2]The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu 611731, China [5]School of Medicine, Sichuan Cancer Hospital, University of Electronic Science and Technology of China, Chengdu, China [6]Radiation Oncology Key Laboratory of Sichuan Province, Chengdu, China [7]No. 2006, Xiyuan Ave, West Hi-Tech Zone, Chengdu 611731, Sichuan, China
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