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Using New Camera-Based Technologies for Gait Analysis in Older Adults in Comparison to the Established GAITRite System

Various gait parameters can be used to assess the risk of falling in older adults. However, the state-of-the-art systems used to quantify gait parameters often come with high costs as well as training and space requirements. Gait analysis systems, which use mobile and commercially available cameras,...

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Autores principales: Steinert, Anika, Sattler, Igor, Otte, Karen, Röhling, Hanna, Mansow-Model, Sebastian, Müller-Werdan, Ursula
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6983253/
https://www.ncbi.nlm.nih.gov/pubmed/31878177
http://dx.doi.org/10.3390/s20010125
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author Steinert, Anika
Sattler, Igor
Otte, Karen
Röhling, Hanna
Mansow-Model, Sebastian
Müller-Werdan, Ursula
author_facet Steinert, Anika
Sattler, Igor
Otte, Karen
Röhling, Hanna
Mansow-Model, Sebastian
Müller-Werdan, Ursula
author_sort Steinert, Anika
collection PubMed
description Various gait parameters can be used to assess the risk of falling in older adults. However, the state-of-the-art systems used to quantify gait parameters often come with high costs as well as training and space requirements. Gait analysis systems, which use mobile and commercially available cameras, can be an easily available, marker-free alternative. In a study with 44 participants (age ≥ 65 years), gait patterns were analyzed with three different systems: a pressure sensitive walkway system (GAITRite-System, GS) as gold standard, Motognosis Labs Software using a Microsoft Kinect Sensor (MKS), and a smartphone camera-based application (SCA). Intertrial repeatability showed moderate to excellent results for MKS (ICC(1,1) 0.574 to 0.962) for almost all measured gait parameters and moderate reliability in SCA measures for gait speed (ICC(1,1) 0.526 to 0.535). All gait parameters of MKS showed a high level of agreement with GS (ICC(2,k) 0.811 to 0.981). Gait parameters extracted with SCA showed poor reliability. The tested gait analysis systems based on different camera systems are currently only partially able to capture valid gait parameters. If the underlying algorithms are adapted and camera technology is advancing, it is conceivable that these comparatively simple methods could be used for gait analysis.
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spelling pubmed-69832532020-02-06 Using New Camera-Based Technologies for Gait Analysis in Older Adults in Comparison to the Established GAITRite System Steinert, Anika Sattler, Igor Otte, Karen Röhling, Hanna Mansow-Model, Sebastian Müller-Werdan, Ursula Sensors (Basel) Article Various gait parameters can be used to assess the risk of falling in older adults. However, the state-of-the-art systems used to quantify gait parameters often come with high costs as well as training and space requirements. Gait analysis systems, which use mobile and commercially available cameras, can be an easily available, marker-free alternative. In a study with 44 participants (age ≥ 65 years), gait patterns were analyzed with three different systems: a pressure sensitive walkway system (GAITRite-System, GS) as gold standard, Motognosis Labs Software using a Microsoft Kinect Sensor (MKS), and a smartphone camera-based application (SCA). Intertrial repeatability showed moderate to excellent results for MKS (ICC(1,1) 0.574 to 0.962) for almost all measured gait parameters and moderate reliability in SCA measures for gait speed (ICC(1,1) 0.526 to 0.535). All gait parameters of MKS showed a high level of agreement with GS (ICC(2,k) 0.811 to 0.981). Gait parameters extracted with SCA showed poor reliability. The tested gait analysis systems based on different camera systems are currently only partially able to capture valid gait parameters. If the underlying algorithms are adapted and camera technology is advancing, it is conceivable that these comparatively simple methods could be used for gait analysis. MDPI 2019-12-24 /pmc/articles/PMC6983253/ /pubmed/31878177 http://dx.doi.org/10.3390/s20010125 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Steinert, Anika
Sattler, Igor
Otte, Karen
Röhling, Hanna
Mansow-Model, Sebastian
Müller-Werdan, Ursula
Using New Camera-Based Technologies for Gait Analysis in Older Adults in Comparison to the Established GAITRite System
title Using New Camera-Based Technologies for Gait Analysis in Older Adults in Comparison to the Established GAITRite System
title_full Using New Camera-Based Technologies for Gait Analysis in Older Adults in Comparison to the Established GAITRite System
title_fullStr Using New Camera-Based Technologies for Gait Analysis in Older Adults in Comparison to the Established GAITRite System
title_full_unstemmed Using New Camera-Based Technologies for Gait Analysis in Older Adults in Comparison to the Established GAITRite System
title_short Using New Camera-Based Technologies for Gait Analysis in Older Adults in Comparison to the Established GAITRite System
title_sort using new camera-based technologies for gait analysis in older adults in comparison to the established gaitrite system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6983253/
https://www.ncbi.nlm.nih.gov/pubmed/31878177
http://dx.doi.org/10.3390/s20010125
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