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Feasibility of a real-time pattern-based kinematic feedback system for gait retraining in pediatric cerebral palsy

INTRODUCTION: Visual biofeedback of lower extremity kinematics has the potential to enhance retraining of pathological gait patterns. We describe a system that uses wearable inertial measurement units to provide kinematic feedback on error measures generated during periods of gait in which the knee...

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Autores principales: Liu, Xuan, Oliveira, Nuno, Ehrenberg, Naphtaly, Cheng, JenFu, Bentley, Katherine, Blochlinger, Sheila, Shoval, Hannah, Barrance, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8175836/
https://www.ncbi.nlm.nih.gov/pubmed/34123407
http://dx.doi.org/10.1177/20556683211014125
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author Liu, Xuan
Oliveira, Nuno
Ehrenberg, Naphtaly
Cheng, JenFu
Bentley, Katherine
Blochlinger, Sheila
Shoval, Hannah
Barrance, Peter
author_facet Liu, Xuan
Oliveira, Nuno
Ehrenberg, Naphtaly
Cheng, JenFu
Bentley, Katherine
Blochlinger, Sheila
Shoval, Hannah
Barrance, Peter
author_sort Liu, Xuan
collection PubMed
description INTRODUCTION: Visual biofeedback of lower extremity kinematics has the potential to enhance retraining of pathological gait patterns. We describe a system that uses wearable inertial measurement units to provide kinematic feedback on error measures generated during periods of gait in which the knee is predominantly extended (‘extension period’) and flexed (‘flexion period’). METHODS: We describe the principles of operation of the system, a validation study on the inertial measurement unit derived knee flexion angle on which the system is based, and a feasibility study to assess the ability of a child with cerebral palsy to modify a gait deviation (decreased swing phase knee flexion) in response to the feedback. RESULTS: The validation study demonstrated strong convergent validity with an independent measurement of knee flexion angle. The gait pattern observed during training with the system exhibited increased flexion in the flexion period with maintenance of appropriate extension in the extension period. CONCLUSIONS: Inertial measurement units can provide robust feedback during gait training. A child with cerebral palsy was able to interpret the novel two phase visual feedback and respond with rapid gait adaptation in a single training session. With further development, the system has the potential to support clinical retraining of deviated gait patterns.
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spelling pubmed-81758362021-06-10 Feasibility of a real-time pattern-based kinematic feedback system for gait retraining in pediatric cerebral palsy Liu, Xuan Oliveira, Nuno Ehrenberg, Naphtaly Cheng, JenFu Bentley, Katherine Blochlinger, Sheila Shoval, Hannah Barrance, Peter J Rehabil Assist Technol Eng Original Article INTRODUCTION: Visual biofeedback of lower extremity kinematics has the potential to enhance retraining of pathological gait patterns. We describe a system that uses wearable inertial measurement units to provide kinematic feedback on error measures generated during periods of gait in which the knee is predominantly extended (‘extension period’) and flexed (‘flexion period’). METHODS: We describe the principles of operation of the system, a validation study on the inertial measurement unit derived knee flexion angle on which the system is based, and a feasibility study to assess the ability of a child with cerebral palsy to modify a gait deviation (decreased swing phase knee flexion) in response to the feedback. RESULTS: The validation study demonstrated strong convergent validity with an independent measurement of knee flexion angle. The gait pattern observed during training with the system exhibited increased flexion in the flexion period with maintenance of appropriate extension in the extension period. CONCLUSIONS: Inertial measurement units can provide robust feedback during gait training. A child with cerebral palsy was able to interpret the novel two phase visual feedback and respond with rapid gait adaptation in a single training session. With further development, the system has the potential to support clinical retraining of deviated gait patterns. SAGE Publications 2021-06-02 /pmc/articles/PMC8175836/ /pubmed/34123407 http://dx.doi.org/10.1177/20556683211014125 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Article
Liu, Xuan
Oliveira, Nuno
Ehrenberg, Naphtaly
Cheng, JenFu
Bentley, Katherine
Blochlinger, Sheila
Shoval, Hannah
Barrance, Peter
Feasibility of a real-time pattern-based kinematic feedback system for gait retraining in pediatric cerebral palsy
title Feasibility of a real-time pattern-based kinematic feedback system for gait retraining in pediatric cerebral palsy
title_full Feasibility of a real-time pattern-based kinematic feedback system for gait retraining in pediatric cerebral palsy
title_fullStr Feasibility of a real-time pattern-based kinematic feedback system for gait retraining in pediatric cerebral palsy
title_full_unstemmed Feasibility of a real-time pattern-based kinematic feedback system for gait retraining in pediatric cerebral palsy
title_short Feasibility of a real-time pattern-based kinematic feedback system for gait retraining in pediatric cerebral palsy
title_sort feasibility of a real-time pattern-based kinematic feedback system for gait retraining in pediatric cerebral palsy
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8175836/
https://www.ncbi.nlm.nih.gov/pubmed/34123407
http://dx.doi.org/10.1177/20556683211014125
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