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Establishing a Clinical Brain-Computer Interface Program for Children With Severe Neurological Disabilities

Background: Children with severe motor impairment but intact cognition are deprived of fundamental human rights. Quadriplegic cerebral palsy is the most common scenario where rehabilitation options remain limited. Brain-computer interfaces (BCI) represent a potential solution, but pediatric populati...

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Autores principales: Jadavji, Zeanna, Zewdie, Ephrem, Kelly, Dion, Kinney-Lang, Eli, Robu, Ion, Kirton, Adam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cureus 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307353/
https://www.ncbi.nlm.nih.gov/pubmed/35891842
http://dx.doi.org/10.7759/cureus.26215
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author Jadavji, Zeanna
Zewdie, Ephrem
Kelly, Dion
Kinney-Lang, Eli
Robu, Ion
Kirton, Adam
author_facet Jadavji, Zeanna
Zewdie, Ephrem
Kelly, Dion
Kinney-Lang, Eli
Robu, Ion
Kirton, Adam
author_sort Jadavji, Zeanna
collection PubMed
description Background: Children with severe motor impairment but intact cognition are deprived of fundamental human rights. Quadriplegic cerebral palsy is the most common scenario where rehabilitation options remain limited. Brain-computer interfaces (BCI) represent a potential solution, but pediatric populations have been neglected. Direct engagement of children and families could provide meaningful opportunities while informing program development. We describe a patient-centered, clinical, non-invasive pediatric BCI program. Methods: Eligible children were identified within a population-based, tertiary care children’s hospital. Criteria included 1) age six to 18 years, 2) severe physical disability (non-ambulatory, minimal hand use), 3) severely limited speech, and 4) evidence of grade 1 cognitive capacity. After initial screening for BCI competency, participants attended regular sessions, attempting commercially available and customized systems to play computer games, control devices, and attempt communication. Results: We report the first 10 participants (median 11 years, range 6-16, 60% male). Over 334 hours of participation, there were no serious adverse events. BCI training was well tolerated, with favorable feedback from children and parents. All but one participant demonstrated the ability to perform BCI tasks. The majority performed well, using motor imagery based tasks for games and entertainment. Difficulties were most significant using P300, visual evoked potential based paradigms where maintenance of attention was challenging. Children and families expressed interest in continuing and informing program development. Conclusions: Patient-centered clinical BCI programs are feasible for children with severe disabilities. Carefully selected participants can often learn quickly to perform meaningful tasks on readily available systems. Patient and family motivation and engagement appear high.
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spelling pubmed-93073532022-07-25 Establishing a Clinical Brain-Computer Interface Program for Children With Severe Neurological Disabilities Jadavji, Zeanna Zewdie, Ephrem Kelly, Dion Kinney-Lang, Eli Robu, Ion Kirton, Adam Cureus Neurology Background: Children with severe motor impairment but intact cognition are deprived of fundamental human rights. Quadriplegic cerebral palsy is the most common scenario where rehabilitation options remain limited. Brain-computer interfaces (BCI) represent a potential solution, but pediatric populations have been neglected. Direct engagement of children and families could provide meaningful opportunities while informing program development. We describe a patient-centered, clinical, non-invasive pediatric BCI program. Methods: Eligible children were identified within a population-based, tertiary care children’s hospital. Criteria included 1) age six to 18 years, 2) severe physical disability (non-ambulatory, minimal hand use), 3) severely limited speech, and 4) evidence of grade 1 cognitive capacity. After initial screening for BCI competency, participants attended regular sessions, attempting commercially available and customized systems to play computer games, control devices, and attempt communication. Results: We report the first 10 participants (median 11 years, range 6-16, 60% male). Over 334 hours of participation, there were no serious adverse events. BCI training was well tolerated, with favorable feedback from children and parents. All but one participant demonstrated the ability to perform BCI tasks. The majority performed well, using motor imagery based tasks for games and entertainment. Difficulties were most significant using P300, visual evoked potential based paradigms where maintenance of attention was challenging. Children and families expressed interest in continuing and informing program development. Conclusions: Patient-centered clinical BCI programs are feasible for children with severe disabilities. Carefully selected participants can often learn quickly to perform meaningful tasks on readily available systems. Patient and family motivation and engagement appear high. Cureus 2022-06-22 /pmc/articles/PMC9307353/ /pubmed/35891842 http://dx.doi.org/10.7759/cureus.26215 Text en Copyright © 2022, Jadavji et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Neurology
Jadavji, Zeanna
Zewdie, Ephrem
Kelly, Dion
Kinney-Lang, Eli
Robu, Ion
Kirton, Adam
Establishing a Clinical Brain-Computer Interface Program for Children With Severe Neurological Disabilities
title Establishing a Clinical Brain-Computer Interface Program for Children With Severe Neurological Disabilities
title_full Establishing a Clinical Brain-Computer Interface Program for Children With Severe Neurological Disabilities
title_fullStr Establishing a Clinical Brain-Computer Interface Program for Children With Severe Neurological Disabilities
title_full_unstemmed Establishing a Clinical Brain-Computer Interface Program for Children With Severe Neurological Disabilities
title_short Establishing a Clinical Brain-Computer Interface Program for Children With Severe Neurological Disabilities
title_sort establishing a clinical brain-computer interface program for children with severe neurological disabilities
topic Neurology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307353/
https://www.ncbi.nlm.nih.gov/pubmed/35891842
http://dx.doi.org/10.7759/cureus.26215
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