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A Novel Audiovisual Brain-Computer Interface and Its Application in Awareness Detection
Currently, detecting awareness in patients with disorders of consciousness (DOC) is a challenging task, which is commonly addressed through behavioral observation scales such as the JFK Coma Recovery Scale-Revised. Brain-computer interfaces (BCIs) provide an alternative approach to detect awareness...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4485169/ https://www.ncbi.nlm.nih.gov/pubmed/26123281 http://dx.doi.org/10.1038/srep09962 |
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author | Wang, Fei He, Yanbin Pan, Jiahui Xie, Qiuyou Yu, Ronghao Zhang, Rui Li, Yuanqing |
author_facet | Wang, Fei He, Yanbin Pan, Jiahui Xie, Qiuyou Yu, Ronghao Zhang, Rui Li, Yuanqing |
author_sort | Wang, Fei |
collection | PubMed |
description | Currently, detecting awareness in patients with disorders of consciousness (DOC) is a challenging task, which is commonly addressed through behavioral observation scales such as the JFK Coma Recovery Scale-Revised. Brain-computer interfaces (BCIs) provide an alternative approach to detect awareness in patients with DOC. However, these patients have a much lower capability of using BCIs compared to healthy individuals. This study proposed a novel BCI using temporally, spatially, and semantically congruent audiovisual stimuli involving numbers (i.e., visual and spoken numbers). Subjects were instructed to selectively attend to the target stimuli cued by instruction. Ten healthy subjects first participated in the experiment to evaluate the system. The results indicated that the audiovisual BCI system outperformed auditory-only and visual-only systems. Through event-related potential analysis, we observed audiovisual integration effects for target stimuli, which enhanced the discriminability between brain responses for target and nontarget stimuli and thus improved the performance of the audiovisual BCI. This system was then applied to detect the awareness of seven DOC patients, five of whom exhibited command following as well as number recognition. Thus, this audiovisual BCI system may be used as a supportive bedside tool for awareness detection in patients with DOC. |
format | Online Article Text |
id | pubmed-4485169 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-44851692015-07-08 A Novel Audiovisual Brain-Computer Interface and Its Application in Awareness Detection Wang, Fei He, Yanbin Pan, Jiahui Xie, Qiuyou Yu, Ronghao Zhang, Rui Li, Yuanqing Sci Rep Article Currently, detecting awareness in patients with disorders of consciousness (DOC) is a challenging task, which is commonly addressed through behavioral observation scales such as the JFK Coma Recovery Scale-Revised. Brain-computer interfaces (BCIs) provide an alternative approach to detect awareness in patients with DOC. However, these patients have a much lower capability of using BCIs compared to healthy individuals. This study proposed a novel BCI using temporally, spatially, and semantically congruent audiovisual stimuli involving numbers (i.e., visual and spoken numbers). Subjects were instructed to selectively attend to the target stimuli cued by instruction. Ten healthy subjects first participated in the experiment to evaluate the system. The results indicated that the audiovisual BCI system outperformed auditory-only and visual-only systems. Through event-related potential analysis, we observed audiovisual integration effects for target stimuli, which enhanced the discriminability between brain responses for target and nontarget stimuli and thus improved the performance of the audiovisual BCI. This system was then applied to detect the awareness of seven DOC patients, five of whom exhibited command following as well as number recognition. Thus, this audiovisual BCI system may be used as a supportive bedside tool for awareness detection in patients with DOC. Nature Publishing Group 2015-06-30 /pmc/articles/PMC4485169/ /pubmed/26123281 http://dx.doi.org/10.1038/srep09962 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Wang, Fei He, Yanbin Pan, Jiahui Xie, Qiuyou Yu, Ronghao Zhang, Rui Li, Yuanqing A Novel Audiovisual Brain-Computer Interface and Its Application in Awareness Detection |
title | A Novel Audiovisual Brain-Computer Interface and Its Application in Awareness Detection |
title_full | A Novel Audiovisual Brain-Computer Interface and Its Application in Awareness Detection |
title_fullStr | A Novel Audiovisual Brain-Computer Interface and Its Application in Awareness Detection |
title_full_unstemmed | A Novel Audiovisual Brain-Computer Interface and Its Application in Awareness Detection |
title_short | A Novel Audiovisual Brain-Computer Interface and Its Application in Awareness Detection |
title_sort | novel audiovisual brain-computer interface and its application in awareness detection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4485169/ https://www.ncbi.nlm.nih.gov/pubmed/26123281 http://dx.doi.org/10.1038/srep09962 |
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