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A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test
Posturography provides quantitative, objective measurements of human balance and postural control for research and clinical use. However, it usually requires access to specialist equipment to measure ground reaction forces, which are not widely available in practice, due to their size or cost. In th...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7001893/ https://www.ncbi.nlm.nih.gov/pubmed/32023256 http://dx.doi.org/10.1371/journal.pone.0227485 |
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author | Maudsley-Barton, Sean Hoon Yap, Moi Bukowski, Anthony Mills, Richard McPhee, Jamie |
author_facet | Maudsley-Barton, Sean Hoon Yap, Moi Bukowski, Anthony Mills, Richard McPhee, Jamie |
author_sort | Maudsley-Barton, Sean |
collection | PubMed |
description | Posturography provides quantitative, objective measurements of human balance and postural control for research and clinical use. However, it usually requires access to specialist equipment to measure ground reaction forces, which are not widely available in practice, due to their size or cost. In this study, we propose an alternative approach to posturography. It uses the skeletal output of an inexpensive Kinect depth camera to localise the Centre of Mass (CoM) of an upright individual. We demonstrate a pipeline which is able to measure postural sway directly from CoM trajectories, obtained from tracking the relative position of three key joints. In addition, we present the results of a pilot study that compares this method of measuring postural sway to the output of a NeuroCom SMART Balance Master. 15 healthy individuals (age: 42.3 ± 20.4 yrs, height: 172 ± 11 cm, weight: 75.1 ± 14.2 kg, male = 11), completed 25 Sensory Organisation Test (SOT) on a NeuroCom SMART Balance Master. Simultaneously, the sessions were recorded using custom software developed for this study (CoM path recorder). Postural sway was calculated from the output of both methods and the level of agreement determined, using Bland-Altman plots. Good agreement was found for eyes open tasks with a firm support, the agreement decreased as the SOT tasks became more challenging. The reasons for this discrepancy may lie in the different approaches that each method takes to calculate CoM. This discrepancy warrants further study with a larger cohort, including fall-prone individuals, cross-referenced with a marker-based system. However, this pilot study lays the foundation for the development of a portable device, which could be used to assess postural control, more cost-effectively than existing equipment. |
format | Online Article Text |
id | pubmed-7001893 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-70018932020-02-18 A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test Maudsley-Barton, Sean Hoon Yap, Moi Bukowski, Anthony Mills, Richard McPhee, Jamie PLoS One Research Article Posturography provides quantitative, objective measurements of human balance and postural control for research and clinical use. However, it usually requires access to specialist equipment to measure ground reaction forces, which are not widely available in practice, due to their size or cost. In this study, we propose an alternative approach to posturography. It uses the skeletal output of an inexpensive Kinect depth camera to localise the Centre of Mass (CoM) of an upright individual. We demonstrate a pipeline which is able to measure postural sway directly from CoM trajectories, obtained from tracking the relative position of three key joints. In addition, we present the results of a pilot study that compares this method of measuring postural sway to the output of a NeuroCom SMART Balance Master. 15 healthy individuals (age: 42.3 ± 20.4 yrs, height: 172 ± 11 cm, weight: 75.1 ± 14.2 kg, male = 11), completed 25 Sensory Organisation Test (SOT) on a NeuroCom SMART Balance Master. Simultaneously, the sessions were recorded using custom software developed for this study (CoM path recorder). Postural sway was calculated from the output of both methods and the level of agreement determined, using Bland-Altman plots. Good agreement was found for eyes open tasks with a firm support, the agreement decreased as the SOT tasks became more challenging. The reasons for this discrepancy may lie in the different approaches that each method takes to calculate CoM. This discrepancy warrants further study with a larger cohort, including fall-prone individuals, cross-referenced with a marker-based system. However, this pilot study lays the foundation for the development of a portable device, which could be used to assess postural control, more cost-effectively than existing equipment. Public Library of Science 2020-02-05 /pmc/articles/PMC7001893/ /pubmed/32023256 http://dx.doi.org/10.1371/journal.pone.0227485 Text en © 2020 Maudsley-Barton et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Maudsley-Barton, Sean Hoon Yap, Moi Bukowski, Anthony Mills, Richard McPhee, Jamie A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test |
title | A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test |
title_full | A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test |
title_fullStr | A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test |
title_full_unstemmed | A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test |
title_short | A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test |
title_sort | new process to measure postural sway using a kinect depth camera during a sensory organisation test |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7001893/ https://www.ncbi.nlm.nih.gov/pubmed/32023256 http://dx.doi.org/10.1371/journal.pone.0227485 |
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