KITE-BCI: A brain-computer interface system for functional electrical stimulation therapy.

brain-computer interface electroencephalography functional electrical stimulation functional electrical stimulation therapy neuroplasticity restoration of function spinal cord injury tetraplegia

Journal

The journal of spinal cord medicine
ISSN: 2045-7723
Titre abrégé: J Spinal Cord Med
Pays: England
ID NLM: 9504452

Informations de publication

Date de publication:
2021
Historique:
entrez: 15 11 2021
pubmed: 16 11 2021
medline: 15 12 2021
Statut: ppublish

Résumé

Integrating brain-computer interface (BCI) technology with functional electrical stimulation therapy (FEST) is an emerging strategy for upper limb motor rehabilitation after spinal cord injury (SCI). Despite promising results, the combined use of these technologies (BCI-FEST) in clinical practice is minimal. To address this issue, we developed KITE-BCI, a BCI system specifically designed for clinical application and integration with dynamic FEST. In this paper, we report its technical features and performance. In addition, we discuss the differences in distributions of the BCI- and therapist-triggered stimulation latencies. Two single-arm 40-session interventional studies to test the feasibility of BCI-controlled FEST for upper limb motor rehabilitation in individuals with cervical SCI. Rehabilitation programs within the University and Lyndhurst Centres of the Toronto Rehabilitation Institute - University Health Network, Toronto, Canada. Five individuals with sub-acute (< 6 months post-injury) SCI at the C4-C5 level, AIS B-D, and three individuals with chronic (> 24 months post-injury) SCI at C4 level, AIS B-C. We measured BCI setup duration, and to characterize the performance of KITE-BCI, we recorded BCI sensitivity, defined as the percentage of successful BCI activations out of the total number of cued movements. The overall BCI sensitivities were 74.46% and 79.08% for the sub-acute and chronic groups, respectively. The average KITE-BCI setup duration across the two studies was 11 min and 13 s. KITE-BCI demonstrates a clinically viable single-channel BCI system for integration with FEST resulting in a versatile technology-enhanced upper limb motor rehabilitation strategy after SCI.

Identifiants

pubmed: 34779740
doi: 10.1080/10790268.2021.1970895
pmc: PMC8648007
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

S203-S214

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Auteurs

Lazar I Jovanovic (LI)

Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada.
The KITE Research Institute, Toronto Rehabilitation Institute - University Health Network, Toronto, Ontario, Canada.
CRANIA, University Health Network, Toronto, Ontario, Canada.

Milos R Popovic (MR)

Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada.
The KITE Research Institute, Toronto Rehabilitation Institute - University Health Network, Toronto, Ontario, Canada.
CRANIA, University Health Network, Toronto, Ontario, Canada.

Cesar Marquez-Chin (C)

Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada.
The KITE Research Institute, Toronto Rehabilitation Institute - University Health Network, Toronto, Ontario, Canada.
CRANIA, University Health Network, Toronto, Ontario, Canada.

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