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KITE-BCI: A brain-computer interface system for functional electrical stimulation therapy
CONTEXT/OBJECTIVE: 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 c...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8648007/ https://www.ncbi.nlm.nih.gov/pubmed/34779740 http://dx.doi.org/10.1080/10790268.2021.1970895 |
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author | Jovanovic, Lazar I. Popovic, Milos R. Marquez-Chin, Cesar |
author_facet | Jovanovic, Lazar I. Popovic, Milos R. Marquez-Chin, Cesar |
author_sort | Jovanovic, Lazar I. |
collection | PubMed |
description | CONTEXT/OBJECTIVE: 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. DESIGN: 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 SETTING: Rehabilitation programs within the University and Lyndhurst Centres of the Toronto Rehabilitation Institute – University Health Network, Toronto, Canada PARTICIPANTS: 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. OUTCOME MEASURES: 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. RESULTS: 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. CONCLUSION: 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. |
format | Online Article Text |
id | pubmed-8648007 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-86480072022-03-03 KITE-BCI: A brain-computer interface system for functional electrical stimulation therapy Jovanovic, Lazar I. Popovic, Milos R. Marquez-Chin, Cesar J Spinal Cord Med Technical Perspective CONTEXT/OBJECTIVE: 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. DESIGN: 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 SETTING: Rehabilitation programs within the University and Lyndhurst Centres of the Toronto Rehabilitation Institute – University Health Network, Toronto, Canada PARTICIPANTS: 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. OUTCOME MEASURES: 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. RESULTS: 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. CONCLUSION: 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. Taylor & Francis 2021-11-15 /pmc/articles/PMC8648007/ /pubmed/34779740 http://dx.doi.org/10.1080/10790268.2021.1970895 Text en © 2021 The Author(s). Published with license by Taylor & Francis Group, LLC https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way. |
spellingShingle | Technical Perspective Jovanovic, Lazar I. Popovic, Milos R. Marquez-Chin, Cesar KITE-BCI: A brain-computer interface system for functional electrical stimulation therapy |
title | KITE-BCI: A brain-computer interface system for functional electrical stimulation therapy |
title_full | KITE-BCI: A brain-computer interface system for functional electrical stimulation therapy |
title_fullStr | KITE-BCI: A brain-computer interface system for functional electrical stimulation therapy |
title_full_unstemmed | KITE-BCI: A brain-computer interface system for functional electrical stimulation therapy |
title_short | KITE-BCI: A brain-computer interface system for functional electrical stimulation therapy |
title_sort | kite-bci: a brain-computer interface system for functional electrical stimulation therapy |
topic | Technical Perspective |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8648007/ https://www.ncbi.nlm.nih.gov/pubmed/34779740 http://dx.doi.org/10.1080/10790268.2021.1970895 |
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