Mental imagery for brain-computer interface control and communication in non-responsive individuals - 25/01/20
Highlights |
• | The adaptation of a brain-computer interface (BCI) application may be optimized by the user-centered design approach. |
• | Effectiveness, efficiency and satisfaction are the 3 main aspects to be evaluated. |
• | The perceived workload of a BCI task affects patient performance. |
• | Mood, motivation and quality of life are also important aspects in BCI performance. |
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.
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.
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).
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.
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.
Le texte complet de cet article est disponible en PDF.Keywords : Brain-computer interface, Locked-in syndrome, User-centered design, Disorders of consciousness
Plan
Vol 63 - N° 1
P. 21-27 - janvier 2020 Retour au numéroBienvenue sur EM-consulte, la référence des professionnels de santé.