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An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness
The Coma Recovery Scale-Revised (CRS-R) is a consistent and sensitive behavioral assessment standard for disorders of consciousness (DOC) patients. However, the CRS-R has limitations due to its dependence on behavioral markers, which has led to a high rate of misdiagnosis. Brain-computer interfaces...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5020373/ https://www.ncbi.nlm.nih.gov/pubmed/27620348 http://dx.doi.org/10.1038/srep32917 |
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author | Xiao, Jun Xie, Qiuyou He, Yanbin Yu, Tianyou Lu, Shenglin Huang, Ningmeng Yu, Ronghao Li, Yuanqing |
author_facet | Xiao, Jun Xie, Qiuyou He, Yanbin Yu, Tianyou Lu, Shenglin Huang, Ningmeng Yu, Ronghao Li, Yuanqing |
author_sort | Xiao, Jun |
collection | PubMed |
description | The Coma Recovery Scale-Revised (CRS-R) is a consistent and sensitive behavioral assessment standard for disorders of consciousness (DOC) patients. However, the CRS-R has limitations due to its dependence on behavioral markers, which has led to a high rate of misdiagnosis. Brain-computer interfaces (BCIs), which directly detect brain activities without any behavioral expression, can be used to evaluate a patient’s state. In this study, we explored the application of BCIs in assisting CRS-R assessments of DOC patients. Specifically, an auditory passive EEG-based BCI system with an oddball paradigm was proposed to facilitate the evaluation of one item of the auditory function scale in the CRS-R – the auditory startle. The results obtained from five healthy subjects validated the efficacy of the BCI system. Nineteen DOC patients participated in the CRS-R and BCI assessments, of which three patients exhibited no responses in the CRS-R assessment but were responsive to auditory startle in the BCI assessment. These results revealed that a proportion of DOC patients who have no behavioral responses in the CRS-R assessment can generate neural responses, which can be detected by our BCI system. Therefore, the proposed BCI may provide more sensitive results than the CRS-R and thus assist CRS-R behavioral assessments. |
format | Online Article Text |
id | pubmed-5020373 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-50203732016-09-20 An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness Xiao, Jun Xie, Qiuyou He, Yanbin Yu, Tianyou Lu, Shenglin Huang, Ningmeng Yu, Ronghao Li, Yuanqing Sci Rep Article The Coma Recovery Scale-Revised (CRS-R) is a consistent and sensitive behavioral assessment standard for disorders of consciousness (DOC) patients. However, the CRS-R has limitations due to its dependence on behavioral markers, which has led to a high rate of misdiagnosis. Brain-computer interfaces (BCIs), which directly detect brain activities without any behavioral expression, can be used to evaluate a patient’s state. In this study, we explored the application of BCIs in assisting CRS-R assessments of DOC patients. Specifically, an auditory passive EEG-based BCI system with an oddball paradigm was proposed to facilitate the evaluation of one item of the auditory function scale in the CRS-R – the auditory startle. The results obtained from five healthy subjects validated the efficacy of the BCI system. Nineteen DOC patients participated in the CRS-R and BCI assessments, of which three patients exhibited no responses in the CRS-R assessment but were responsive to auditory startle in the BCI assessment. These results revealed that a proportion of DOC patients who have no behavioral responses in the CRS-R assessment can generate neural responses, which can be detected by our BCI system. Therefore, the proposed BCI may provide more sensitive results than the CRS-R and thus assist CRS-R behavioral assessments. Nature Publishing Group 2016-09-13 /pmc/articles/PMC5020373/ /pubmed/27620348 http://dx.doi.org/10.1038/srep32917 Text en Copyright © 2016, The Author(s) 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 Xiao, Jun Xie, Qiuyou He, Yanbin Yu, Tianyou Lu, Shenglin Huang, Ningmeng Yu, Ronghao Li, Yuanqing An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness |
title | An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness |
title_full | An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness |
title_fullStr | An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness |
title_full_unstemmed | An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness |
title_short | An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness |
title_sort | auditory bci system for assisting crs-r behavioral assessment in patients with disorders of consciousness |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5020373/ https://www.ncbi.nlm.nih.gov/pubmed/27620348 http://dx.doi.org/10.1038/srep32917 |
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