Cargando…
How brain-computer interface technology may improve the diagnosis of the disorders of consciousness: A comparative study
OBJECTIVE: Clinical assessment of consciousness relies on behavioural assessments, which have several limitations. Hence, disorder of consciousness (DOC) patients are often misdiagnosed. In this work, we aimed to compare the repetitive assessment of consciousness performed with a clinical behavioura...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9404379/ https://www.ncbi.nlm.nih.gov/pubmed/36033632 http://dx.doi.org/10.3389/fnins.2022.959339 |
_version_ | 1784773624920539136 |
---|---|
author | Spataro, Rossella Xu, Yiyan Xu, Ren Mandalà, Giorgio Allison, Brendan Z. Ortner, Rupert Heilinger, Alexander La Bella, Vincenzo Guger, Christoph |
author_facet | Spataro, Rossella Xu, Yiyan Xu, Ren Mandalà, Giorgio Allison, Brendan Z. Ortner, Rupert Heilinger, Alexander La Bella, Vincenzo Guger, Christoph |
author_sort | Spataro, Rossella |
collection | PubMed |
description | OBJECTIVE: Clinical assessment of consciousness relies on behavioural assessments, which have several limitations. Hence, disorder of consciousness (DOC) patients are often misdiagnosed. In this work, we aimed to compare the repetitive assessment of consciousness performed with a clinical behavioural and a Brain-Computer Interface (BCI) approach. MATERIALS AND METHODS: For 7 weeks, sixteen DOC patients participated in weekly evaluations using both the Coma Recovery Scale-Revised (CRS-R) and a vibrotactile P300 BCI paradigm. To use the BCI, patients had to perform an active mental task that required detecting specific stimuli while ignoring other stimuli. We analysed the reliability and the efficacy in the detection of command following resulting from the two methodologies. RESULTS: Over repetitive administrations, the BCI paradigm detected command following before the CRS-R in seven patients. Four clinically unresponsive patients consistently showed command following during the BCI assessments. CONCLUSION: Brain-Computer Interface active paradigms might contribute to the evaluation of the level of consciousness, increasing the diagnostic precision of the clinical bedside approach. SIGNIFICANCE: The integration of different diagnostic methods leads to a better knowledge and care for the DOC. |
format | Online Article Text |
id | pubmed-9404379 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94043792022-08-26 How brain-computer interface technology may improve the diagnosis of the disorders of consciousness: A comparative study Spataro, Rossella Xu, Yiyan Xu, Ren Mandalà, Giorgio Allison, Brendan Z. Ortner, Rupert Heilinger, Alexander La Bella, Vincenzo Guger, Christoph Front Neurosci Neuroscience OBJECTIVE: Clinical assessment of consciousness relies on behavioural assessments, which have several limitations. Hence, disorder of consciousness (DOC) patients are often misdiagnosed. In this work, we aimed to compare the repetitive assessment of consciousness performed with a clinical behavioural and a Brain-Computer Interface (BCI) approach. MATERIALS AND METHODS: For 7 weeks, sixteen DOC patients participated in weekly evaluations using both the Coma Recovery Scale-Revised (CRS-R) and a vibrotactile P300 BCI paradigm. To use the BCI, patients had to perform an active mental task that required detecting specific stimuli while ignoring other stimuli. We analysed the reliability and the efficacy in the detection of command following resulting from the two methodologies. RESULTS: Over repetitive administrations, the BCI paradigm detected command following before the CRS-R in seven patients. Four clinically unresponsive patients consistently showed command following during the BCI assessments. CONCLUSION: Brain-Computer Interface active paradigms might contribute to the evaluation of the level of consciousness, increasing the diagnostic precision of the clinical bedside approach. SIGNIFICANCE: The integration of different diagnostic methods leads to a better knowledge and care for the DOC. Frontiers Media S.A. 2022-08-11 /pmc/articles/PMC9404379/ /pubmed/36033632 http://dx.doi.org/10.3389/fnins.2022.959339 Text en Copyright © 2022 Spataro, Xu, Xu, Mandalà, Allison, Ortner, Heilinger, La Bella and Guger. 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 Spataro, Rossella Xu, Yiyan Xu, Ren Mandalà, Giorgio Allison, Brendan Z. Ortner, Rupert Heilinger, Alexander La Bella, Vincenzo Guger, Christoph How brain-computer interface technology may improve the diagnosis of the disorders of consciousness: A comparative study |
title | How brain-computer interface technology may improve the diagnosis of the disorders of consciousness: A comparative study |
title_full | How brain-computer interface technology may improve the diagnosis of the disorders of consciousness: A comparative study |
title_fullStr | How brain-computer interface technology may improve the diagnosis of the disorders of consciousness: A comparative study |
title_full_unstemmed | How brain-computer interface technology may improve the diagnosis of the disorders of consciousness: A comparative study |
title_short | How brain-computer interface technology may improve the diagnosis of the disorders of consciousness: A comparative study |
title_sort | how brain-computer interface technology may improve the diagnosis of the disorders of consciousness: a comparative study |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9404379/ https://www.ncbi.nlm.nih.gov/pubmed/36033632 http://dx.doi.org/10.3389/fnins.2022.959339 |
work_keys_str_mv | AT spatarorossella howbraincomputerinterfacetechnologymayimprovethediagnosisofthedisordersofconsciousnessacomparativestudy AT xuyiyan howbraincomputerinterfacetechnologymayimprovethediagnosisofthedisordersofconsciousnessacomparativestudy AT xuren howbraincomputerinterfacetechnologymayimprovethediagnosisofthedisordersofconsciousnessacomparativestudy AT mandalagiorgio howbraincomputerinterfacetechnologymayimprovethediagnosisofthedisordersofconsciousnessacomparativestudy AT allisonbrendanz howbraincomputerinterfacetechnologymayimprovethediagnosisofthedisordersofconsciousnessacomparativestudy AT ortnerrupert howbraincomputerinterfacetechnologymayimprovethediagnosisofthedisordersofconsciousnessacomparativestudy AT heilingeralexander howbraincomputerinterfacetechnologymayimprovethediagnosisofthedisordersofconsciousnessacomparativestudy AT labellavincenzo howbraincomputerinterfacetechnologymayimprovethediagnosisofthedisordersofconsciousnessacomparativestudy AT gugerchristoph howbraincomputerinterfacetechnologymayimprovethediagnosisofthedisordersofconsciousnessacomparativestudy |