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The Application of Brain-Computer Interface in Upper Limb Dysfunction After Stroke: A Systematic Review and Meta-Analysis of Randomized Controlled Trials

OBJECTIVE: This study aimed to examine the effectiveness and safety of the Brain-computer interface (BCI) in treatment of upper limb dysfunction after stroke. METHODS: English and Chinese electronic databases were searched up to July 2021. Randomized controlled trials (RCTs) were eligible. The metho...

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Autores principales: Peng, Yang, Wang, Jing, Liu, Zicai, Zhong, Lida, Wen, Xin, Wang, Pu, Gong, Xiaoqian, Liu, Huiyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9001895/
https://www.ncbi.nlm.nih.gov/pubmed/35422693
http://dx.doi.org/10.3389/fnhum.2022.798883
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author Peng, Yang
Wang, Jing
Liu, Zicai
Zhong, Lida
Wen, Xin
Wang, Pu
Gong, Xiaoqian
Liu, Huiyu
author_facet Peng, Yang
Wang, Jing
Liu, Zicai
Zhong, Lida
Wen, Xin
Wang, Pu
Gong, Xiaoqian
Liu, Huiyu
author_sort Peng, Yang
collection PubMed
description OBJECTIVE: This study aimed to examine the effectiveness and safety of the Brain-computer interface (BCI) in treatment of upper limb dysfunction after stroke. METHODS: English and Chinese electronic databases were searched up to July 2021. Randomized controlled trials (RCTs) were eligible. The methodological quality was assessed using Cochrane’s risk-of-bias tool. Meta-analysis was performed using RevMan 5.4. RESULTS: A total of 488 patients from 16 RCTs were included. The results showed that (1) the meta-analysis of BCI-combined treatment on the improvement of the upper limb function showed statistical significance [standardized mean difference (SMD): 0.53, 95% CI: 0.26–0.80, P < 0.05]; (2) BCI treatment can improve the abilities of daily living of patients after stroke, and the analysis results are statistically significant (SMD: 1.67, 95% CI: 0.61–2.74, P < 0.05); and (3) the BCI-combined therapy was not statistically significant for the analysis of the Modified Ashworth Scale (MAS) (SMD: −0.10, 95% CI: −0.50 to 0.30, P = 0.61). CONCLUSION: The meta-analysis indicates that the BCI therapy or BCI combined with other therapies such as conventional rehabilitation training and motor imagery training can improve upper limb dysfunction after stroke and enhance the quality of daily life.
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spelling pubmed-90018952022-04-13 The Application of Brain-Computer Interface in Upper Limb Dysfunction After Stroke: A Systematic Review and Meta-Analysis of Randomized Controlled Trials Peng, Yang Wang, Jing Liu, Zicai Zhong, Lida Wen, Xin Wang, Pu Gong, Xiaoqian Liu, Huiyu Front Hum Neurosci Neuroscience OBJECTIVE: This study aimed to examine the effectiveness and safety of the Brain-computer interface (BCI) in treatment of upper limb dysfunction after stroke. METHODS: English and Chinese electronic databases were searched up to July 2021. Randomized controlled trials (RCTs) were eligible. The methodological quality was assessed using Cochrane’s risk-of-bias tool. Meta-analysis was performed using RevMan 5.4. RESULTS: A total of 488 patients from 16 RCTs were included. The results showed that (1) the meta-analysis of BCI-combined treatment on the improvement of the upper limb function showed statistical significance [standardized mean difference (SMD): 0.53, 95% CI: 0.26–0.80, P < 0.05]; (2) BCI treatment can improve the abilities of daily living of patients after stroke, and the analysis results are statistically significant (SMD: 1.67, 95% CI: 0.61–2.74, P < 0.05); and (3) the BCI-combined therapy was not statistically significant for the analysis of the Modified Ashworth Scale (MAS) (SMD: −0.10, 95% CI: −0.50 to 0.30, P = 0.61). CONCLUSION: The meta-analysis indicates that the BCI therapy or BCI combined with other therapies such as conventional rehabilitation training and motor imagery training can improve upper limb dysfunction after stroke and enhance the quality of daily life. Frontiers Media S.A. 2022-03-29 /pmc/articles/PMC9001895/ /pubmed/35422693 http://dx.doi.org/10.3389/fnhum.2022.798883 Text en Copyright © 2022 Peng, Wang, Liu, Zhong, Wen, Wang, Gong and Liu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Peng, Yang
Wang, Jing
Liu, Zicai
Zhong, Lida
Wen, Xin
Wang, Pu
Gong, Xiaoqian
Liu, Huiyu
The Application of Brain-Computer Interface in Upper Limb Dysfunction After Stroke: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
title The Application of Brain-Computer Interface in Upper Limb Dysfunction After Stroke: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
title_full The Application of Brain-Computer Interface in Upper Limb Dysfunction After Stroke: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
title_fullStr The Application of Brain-Computer Interface in Upper Limb Dysfunction After Stroke: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
title_full_unstemmed The Application of Brain-Computer Interface in Upper Limb Dysfunction After Stroke: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
title_short The Application of Brain-Computer Interface in Upper Limb Dysfunction After Stroke: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
title_sort application of brain-computer interface in upper limb dysfunction after stroke: a systematic review and meta-analysis of randomized controlled trials
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9001895/
https://www.ncbi.nlm.nih.gov/pubmed/35422693
http://dx.doi.org/10.3389/fnhum.2022.798883
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