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Mental imagery for brain-computer interface control and communication in non-responsive individuals.
- Source :
-
Annals of physical and rehabilitation medicine [Ann Phys Rehabil Med] 2020 Jan; Vol. 63 (1), pp. 21-27. Date of Electronic Publication: 2019 Apr 09. - Publication Year :
- 2020
-
Abstract
- Background: People who survive severe brain damage may eventually develop a prolonged consciousness disorder. Others can regain full consciousness but remain unable to speak or move because of the severity of the lesions, as for those with locked-in syndrome (LIS). Brain-computer interface techniques can be useful to disentangle these states by detecting neurophysiological correlates of conscious processing of information to enable communication with these individuals after the diagnosis.<br />Objective: The goal of our study was to evaluate with a user-centered design approach the usability of a mental imagery task to detect signs of voluntary information processing and enabling communication in a group of severely disabled individuals.<br />Methods: Five individuals with LIS participated in the study. Participants were instructed to imagine hand, arm or feet movements during electroencephalography (EEG) to detect patterns of event-related synchronization/desynchronization associated with each task. After the user-centered design, usability was evaluated (i.e., efficiency, effectiveness and satisfaction).<br />Results: Two participants achieved significant levels of accuracy in 2 different tasks. The associated workload and levels of satisfaction perceived by the users were moderate and were mainly related to the time demand of the task.<br />Conclusion: Results showed lack of effectiveness of the task to detect voluntary brain activity and thus detect consciousness or communicate with non-responsive individuals. The application must be modified to be sufficiently satisfying for the intended end-users and suggestions are made in this regard.<br /> (Copyright © 2019 Elsevier Masson SAS. All rights reserved.)
Details
- Language :
- English
- ISSN :
- 1877-0665
- Volume :
- 63
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Annals of physical and rehabilitation medicine
- Publication Type :
- Academic Journal
- Accession number :
- 30978530
- Full Text :
- https://doi.org/10.1016/j.rehab.2019.02.005