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
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
e0227485Déclaration de conflit d'intérêts
The authors have declared that no competing interests exist.
Références
J Gerontol. 1975 Nov;30(6):661-7
pubmed: 1184924
J Aging Phys Act. 2017 Jul;25(3):345-350
pubmed: 27768507
Arch Phys Med Rehabil. 1995 Oct;76(10):961-5
pubmed: 7487439
Am J Otolaryngol. 1982 Sep-Oct;3(5):309-18
pubmed: 7149143
Braz J Otorhinolaryngol. 2012 Oct;78(5):104-9
pubmed: 23108828
Arch Phys Med Rehabil. 1996 May;77(5):425-30
pubmed: 8629916
Osteoporos Int. 2013 Jun;24(6):1853-8
pubmed: 23124715
Gait Posture. 2014 Sep;40(4):532-8
pubmed: 25047828
Neurophysiol Clin. 2015 Nov;45(4-5):285-95
pubmed: 26388359
Gait Posture. 2007 Jul;26(2):309-16
pubmed: 17074485
J Neurosci. 1982 May;2(5):536-44
pubmed: 6978930
Biogerontology. 2016 Jun;17(3):567-80
pubmed: 26936444
Clin Neurophysiol. 2008 Nov;119(11):2424-36
pubmed: 18789756
PLoS One. 2017 Apr 14;12(4):e0175813
pubmed: 28410413
IEEE Trans Biomed Eng. 1996 Sep;43(9):956-66
pubmed: 9214811
Phys Ther. 1986 Oct;66(10):1548-50
pubmed: 3763708
Lancet. 1986 Feb 8;1(8476):307-10
pubmed: 2868172
Agressologie. 1983 Jun;24(7):321-6
pubmed: 6638321
IEEE J Biomed Health Inform. 2017 Jul;21(4):939-948
pubmed: 27254874
J Gerontol A Biol Sci Med Sci. 2001 Sep;56(9):M580-3
pubmed: 11524452
IEEE Trans Biomed Eng. 2010 Mar;57(3):534-41
pubmed: 19789094
J Neuroeng Rehabil. 2016 Aug 27;13(1):78
pubmed: 27568011
Phys Ther. 2009 May;89(5):484-98
pubmed: 19329772
Gerontology. 2006;52(6):345-52
pubmed: 16905886
Neuroscience. 2016 May 13;322:251-61
pubmed: 26905952
Gait Posture. 2012 Jul;36(3):372-7
pubmed: 22633015
Otolaryngol Head Neck Surg. 1997 Oct;117(4):394-8
pubmed: 9339802
Physiol Res. 2008;57(6):957-64
pubmed: 18052683
Gait Posture. 2014 Apr;39(4):1062-8
pubmed: 24560691
Eur J Phys Rehabil Med. 2010 Jun;46(2):221-37
pubmed: 20485225
J Biomech. 2004 Sep;37(9):1421-6
pubmed: 15275850