Assessing the Accuracy of the Azure Kinect for Telerehabilitation After Breast Cancer Surgery.
Breast Neoplasms
Exercise Therapy
Exergaming
Motion Capture
Telerehabilitation
Journal
Studies in health technology and informatics
ISSN: 1879-8365
Titre abrégé: Stud Health Technol Inform
Pays: Netherlands
ID NLM: 9214582
Informations de publication
Date de publication:
02 May 2023
02 May 2023
Historique:
medline:
15
5
2023
pubmed:
12
5
2023
entrez:
12
5
2023
Statut:
ppublish
Résumé
Rehabilitation plays a key role in the recovery of upper extremity function after breast cancer surgery. Motion capture (mocap) systems for serious gaming have shown the potential to enable home-based rehabilitation, but clinical accuracy needs to be examined. Validation of markerless mocap systems for telerehabilitation after breast cancer surgical intervention. The accuracy of the markerless mocap device Azure Kinect in detecting compensatory movements and postural disturbances has been compared to a gold standard Optitrack system in five volunteers. Subsequently, a serious game for mocap-based shoulder exercises has been developed and integrated into a telerehabilitation platform. The Azure Kinect shows good reliability for scapular elevation (ICC >0.80; MAE <2.1 cm) and trunk tilt (ICC=0.88; MAE=5°), moderate reliability for rounded shoulders (ICC=0.51; MAE=2.6cm) and poor reliability for kyphosis angle (ICC=0.22; MAE=18°). The Azure Kinect provides reasonable performance for shoulder rehabilitation. The proposed telerehabilitation platform has been tested by rehabilitation specialists and received positive feedback.
Sections du résumé
BACKGROUND
BACKGROUND
Rehabilitation plays a key role in the recovery of upper extremity function after breast cancer surgery. Motion capture (mocap) systems for serious gaming have shown the potential to enable home-based rehabilitation, but clinical accuracy needs to be examined.
OBJECTIVES
OBJECTIVE
Validation of markerless mocap systems for telerehabilitation after breast cancer surgical intervention.
METHODS
METHODS
The accuracy of the markerless mocap device Azure Kinect in detecting compensatory movements and postural disturbances has been compared to a gold standard Optitrack system in five volunteers. Subsequently, a serious game for mocap-based shoulder exercises has been developed and integrated into a telerehabilitation platform.
RESULTS
RESULTS
The Azure Kinect shows good reliability for scapular elevation (ICC >0.80; MAE <2.1 cm) and trunk tilt (ICC=0.88; MAE=5°), moderate reliability for rounded shoulders (ICC=0.51; MAE=2.6cm) and poor reliability for kyphosis angle (ICC=0.22; MAE=18°).
CONCLUSION
CONCLUSIONS
The Azure Kinect provides reasonable performance for shoulder rehabilitation. The proposed telerehabilitation platform has been tested by rehabilitation specialists and received positive feedback.
Identifiants
pubmed: 37172158
pii: SHTI230017
doi: 10.3233/SHTI230017
doi:
Substances chimiques
ethoprop
13194-48-4
Types de publication
Journal Article
Langues
eng