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Operation of a P300-based brain-computer interface in patients with Duchenne muscular dystrophy
A brain-computer interface (BCI) or brain-machine interface is a technology that enables the control of a computer and other external devices using signals from the brain. This technology has been tested in paralysed patients, such as those with cervical spinal cord injuries or amyotrophic lateral s...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5788861/ https://www.ncbi.nlm.nih.gov/pubmed/29379140 http://dx.doi.org/10.1038/s41598-018-20125-6 |
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author | Utsumi, Kota Takano, Kouji Okahara, Yoji Komori, Tetsuo Onodera, Osamu Kansaku, Kenji |
author_facet | Utsumi, Kota Takano, Kouji Okahara, Yoji Komori, Tetsuo Onodera, Osamu Kansaku, Kenji |
author_sort | Utsumi, Kota |
collection | PubMed |
description | A brain-computer interface (BCI) or brain-machine interface is a technology that enables the control of a computer and other external devices using signals from the brain. This technology has been tested in paralysed patients, such as those with cervical spinal cord injuries or amyotrophic lateral sclerosis, but it has not been tested systematically in Duchenne muscular dystrophy (DMD), which is a severe type of muscular dystrophy due to the loss of dystrophin and is often accompanied by progressive muscle weakness and wasting. Here, we investigated the efficacy of a P300-based BCI for patients with DMD. Eight bedridden patients with DMD and eight age- and gender-matched able-bodied controls were instructed to input hiragana characters. We used a region-based, two-step P300-based BCI with green/blue flicker stimuli. EEG data were recorded, and a linear discriminant analysis distinguished the target from other non-targets. The mean online accuracy of inputted characters (accuracy for the two-step procedure) was 71.6% for patients with DMD and 80.6% for controls, with no significant difference between the patients and controls. The P300-based BCI was operated successfully by individuals with DMD in an advanced stage and these findings suggest that this technology may be beneficial for patients with this disease. |
format | Online Article Text |
id | pubmed-5788861 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57888612018-02-08 Operation of a P300-based brain-computer interface in patients with Duchenne muscular dystrophy Utsumi, Kota Takano, Kouji Okahara, Yoji Komori, Tetsuo Onodera, Osamu Kansaku, Kenji Sci Rep Article A brain-computer interface (BCI) or brain-machine interface is a technology that enables the control of a computer and other external devices using signals from the brain. This technology has been tested in paralysed patients, such as those with cervical spinal cord injuries or amyotrophic lateral sclerosis, but it has not been tested systematically in Duchenne muscular dystrophy (DMD), which is a severe type of muscular dystrophy due to the loss of dystrophin and is often accompanied by progressive muscle weakness and wasting. Here, we investigated the efficacy of a P300-based BCI for patients with DMD. Eight bedridden patients with DMD and eight age- and gender-matched able-bodied controls were instructed to input hiragana characters. We used a region-based, two-step P300-based BCI with green/blue flicker stimuli. EEG data were recorded, and a linear discriminant analysis distinguished the target from other non-targets. The mean online accuracy of inputted characters (accuracy for the two-step procedure) was 71.6% for patients with DMD and 80.6% for controls, with no significant difference between the patients and controls. The P300-based BCI was operated successfully by individuals with DMD in an advanced stage and these findings suggest that this technology may be beneficial for patients with this disease. Nature Publishing Group UK 2018-01-29 /pmc/articles/PMC5788861/ /pubmed/29379140 http://dx.doi.org/10.1038/s41598-018-20125-6 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Utsumi, Kota Takano, Kouji Okahara, Yoji Komori, Tetsuo Onodera, Osamu Kansaku, Kenji Operation of a P300-based brain-computer interface in patients with Duchenne muscular dystrophy |
title | Operation of a P300-based brain-computer interface in patients with Duchenne muscular dystrophy |
title_full | Operation of a P300-based brain-computer interface in patients with Duchenne muscular dystrophy |
title_fullStr | Operation of a P300-based brain-computer interface in patients with Duchenne muscular dystrophy |
title_full_unstemmed | Operation of a P300-based brain-computer interface in patients with Duchenne muscular dystrophy |
title_short | Operation of a P300-based brain-computer interface in patients with Duchenne muscular dystrophy |
title_sort | operation of a p300-based brain-computer interface in patients with duchenne muscular dystrophy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5788861/ https://www.ncbi.nlm.nih.gov/pubmed/29379140 http://dx.doi.org/10.1038/s41598-018-20125-6 |
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