A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test.


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2020
Historique:
received: 05 04 2019
accepted: 19 12 2019
entrez: 6 2 2020
pubmed: 6 2 2020
medline: 23 4 2020
Statut: epublish

Résumé

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.

Identifiants

pubmed: 32023256
doi: 10.1371/journal.pone.0227485
pii: PONE-D-19-09738
pmc: PMC7001893
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0227485

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

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Auteurs

Sean Maudsley-Barton (S)

Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, United Kingdom.

Moi Hoon Yap (M)

Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, United Kingdom.

Anthony Bukowski (A)

Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, United Kingdom.

Richard Mills (R)

Department of Sport and Exercise Sciences, Manchester Metropolitan University, Manchester, United Kingdom.

Jamie McPhee (J)

Department of Sport and Exercise Sciences, Manchester Metropolitan University, Manchester, United Kingdom.

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