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Objective classification of scapular kinematics in participants with movement faults of the scapula on clinical assessment

Objective classification of scapular kinematics in participants with movement faults of the scapula on clinical assessment
Objective classification of scapular kinematics in participants with movement faults of the scapula on clinical assessment
The aim of this study was to assess the potential of employing a classification tool to objectively classify participants with clinically assessed movement faults (MFs) of the scapula. Six participants with a history of shoulder pain with MFs of the scapula and 12 healthy participants with no movement faults (NMFs) performed a flexion movement control test of the scapula, while scapular kinematic data were collected. Principal component scores and discrete kinematic variables were used as input into a classifier. Five out of the six participants with a history of pain were successfully classified as having scapular MFs with an accuracy of 72%. Variables related to the upward rotation of the scapula had the most influence on the classification. The results of the study demonstrate the potential of adopting a multivariate approach in objective classification of participants with altered scapular kinematics in pathological groups
1025-5842
782-789
Warner, Martin
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Whatling, Gemma
2a3f6582-b0ce-425b-a16b-6aaed60eefac
Worsley, Peter
6d33aee3-ef43-468d-aef6-86d190de6756
Mottram, Sarah
1d5657d1-cb55-4fc8-9d11-986f551d4ef6
Chappell, Paul H.
2d2ec52b-e5d0-4c36-ac20-0a86589a880e
Holt, Cathrine
fe358825-f1dd-4257-9e4a-c22681d6ea6b
Stokes, Maria
71730503-70ce-4e67-b7ea-a3e54579717f
Warner, Martin
f4dce73d-fb87-4f71-a3f0-078123aa040c
Whatling, Gemma
2a3f6582-b0ce-425b-a16b-6aaed60eefac
Worsley, Peter
6d33aee3-ef43-468d-aef6-86d190de6756
Mottram, Sarah
1d5657d1-cb55-4fc8-9d11-986f551d4ef6
Chappell, Paul H.
2d2ec52b-e5d0-4c36-ac20-0a86589a880e
Holt, Cathrine
fe358825-f1dd-4257-9e4a-c22681d6ea6b
Stokes, Maria
71730503-70ce-4e67-b7ea-a3e54579717f

Warner, Martin, Whatling, Gemma, Worsley, Peter, Mottram, Sarah, Chappell, Paul H., Holt, Cathrine and Stokes, Maria (2015) Objective classification of scapular kinematics in participants with movement faults of the scapula on clinical assessment. Computer Methods in Biomechanics and Biomedical Engineering, 18 (7), 782-789. (doi:10.1080/10255842.2013.847093). (PMID:24156508)

Record type: Article

Abstract

The aim of this study was to assess the potential of employing a classification tool to objectively classify participants with clinically assessed movement faults (MFs) of the scapula. Six participants with a history of shoulder pain with MFs of the scapula and 12 healthy participants with no movement faults (NMFs) performed a flexion movement control test of the scapula, while scapular kinematic data were collected. Principal component scores and discrete kinematic variables were used as input into a classifier. Five out of the six participants with a history of pain were successfully classified as having scapular MFs with an accuracy of 72%. Variables related to the upward rotation of the scapula had the most influence on the classification. The results of the study demonstrate the potential of adopting a multivariate approach in objective classification of participants with altered scapular kinematics in pathological groups

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Accepted/In Press date: 17 September 2013
e-pub ahead of print date: 25 October 2013
Published date: 2015
Organisations: Physical & Rehabilitation Health

Identifiers

Local EPrints ID: 362771
URI: http://eprints.soton.ac.uk/id/eprint/362771
ISSN: 1025-5842
PURE UUID: 3333bd33-5ea3-4de3-bd56-d1ca46e5a3c7
ORCID for Martin Warner: ORCID iD orcid.org/0000-0002-1483-0561
ORCID for Peter Worsley: ORCID iD orcid.org/0000-0003-0145-5042
ORCID for Maria Stokes: ORCID iD orcid.org/0000-0002-4204-0890

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Date deposited: 07 Mar 2014 11:51
Last modified: 20 Jul 2019 01:02

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Contributors

Author: Martin Warner ORCID iD
Author: Gemma Whatling
Author: Peter Worsley ORCID iD
Author: Sarah Mottram
Author: Paul H. Chappell
Author: Cathrine Holt
Author: Maria Stokes ORCID iD

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