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Comparative accuracy of a shoulder range motion measurement sensor and Vicon 3D motion capture for shoulder abduction in frozen shoulder

BACKGROUND: Although patients with frozen shoulders have the range of motion (ROM) of their shoulder’s abduction movements measured at hospital and the physical therapy visits, multiple visits to check for progress is often difficult. Thus, we developed an artificial intelligence-based image recogni...

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Autores principales: Park, Chanhee, An, Yeongsang, Yoon, Hyunsik, Park, Ilbong, Kim, Kyoungtae, Kim, Chungyoo, Cha, Youngjoo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9028631/
https://www.ncbi.nlm.nih.gov/pubmed/35124602
http://dx.doi.org/10.3233/THC-228024
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author Park, Chanhee
An, Yeongsang
Yoon, Hyunsik
Park, Ilbong
Kim, Kyoungtae
Kim, Chungyoo
Cha, Youngjoo
author_facet Park, Chanhee
An, Yeongsang
Yoon, Hyunsik
Park, Ilbong
Kim, Kyoungtae
Kim, Chungyoo
Cha, Youngjoo
author_sort Park, Chanhee
collection PubMed
description BACKGROUND: Although patients with frozen shoulders have the range of motion (ROM) of their shoulder’s abduction movements measured at hospital and the physical therapy visits, multiple visits to check for progress is often difficult. Thus, we developed an artificial intelligence-based image recognition detectable sensor (AIRDS) intended for easy use at home. OBJECTIVE: The purpose of this study was to determine the accuracy of a sensor (AIRDS) measuring shoulder abduction angle, thus offering a valid and feasible system for monitoring patients with frozen shoulder. METHODS: Ten patients with frozen shoulder (5 males, 5 females) performed shoulder joint movements while being measured with the AIRDS system and the 3-dimensional Vicon system. The measure of the outcome included the linear regression of the shoulder abduction joint kinematics. RESULTS: Linear regression analysis of the AIRDS system and the Vicon system demonstrated a significant correlation coefficient of [Formula: see text] 0.9979 ([Formula: see text] 0.05). CONCLUSIONS: Our results provide novel, promising evidence that AIRDS can accurately measure the timing and total spatial characteristics of clinical movements. AIRDS is designed to provide real-time ROM measurements for joint mobility using artificial intelligence instead of the judgement of the physical therapist.
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spelling pubmed-90286312022-05-06 Comparative accuracy of a shoulder range motion measurement sensor and Vicon 3D motion capture for shoulder abduction in frozen shoulder Park, Chanhee An, Yeongsang Yoon, Hyunsik Park, Ilbong Kim, Kyoungtae Kim, Chungyoo Cha, Youngjoo Technol Health Care Research Article BACKGROUND: Although patients with frozen shoulders have the range of motion (ROM) of their shoulder’s abduction movements measured at hospital and the physical therapy visits, multiple visits to check for progress is often difficult. Thus, we developed an artificial intelligence-based image recognition detectable sensor (AIRDS) intended for easy use at home. OBJECTIVE: The purpose of this study was to determine the accuracy of a sensor (AIRDS) measuring shoulder abduction angle, thus offering a valid and feasible system for monitoring patients with frozen shoulder. METHODS: Ten patients with frozen shoulder (5 males, 5 females) performed shoulder joint movements while being measured with the AIRDS system and the 3-dimensional Vicon system. The measure of the outcome included the linear regression of the shoulder abduction joint kinematics. RESULTS: Linear regression analysis of the AIRDS system and the Vicon system demonstrated a significant correlation coefficient of [Formula: see text] 0.9979 ([Formula: see text] 0.05). CONCLUSIONS: Our results provide novel, promising evidence that AIRDS can accurately measure the timing and total spatial characteristics of clinical movements. AIRDS is designed to provide real-time ROM measurements for joint mobility using artificial intelligence instead of the judgement of the physical therapist. IOS Press 2022-02-25 /pmc/articles/PMC9028631/ /pubmed/35124602 http://dx.doi.org/10.3233/THC-228024 Text en © 2022 – The authors. Published by IOS Press. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) License (https://creativecommons.org/licenses/by-nc/4.0/) , which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Park, Chanhee
An, Yeongsang
Yoon, Hyunsik
Park, Ilbong
Kim, Kyoungtae
Kim, Chungyoo
Cha, Youngjoo
Comparative accuracy of a shoulder range motion measurement sensor and Vicon 3D motion capture for shoulder abduction in frozen shoulder
title Comparative accuracy of a shoulder range motion measurement sensor and Vicon 3D motion capture for shoulder abduction in frozen shoulder
title_full Comparative accuracy of a shoulder range motion measurement sensor and Vicon 3D motion capture for shoulder abduction in frozen shoulder
title_fullStr Comparative accuracy of a shoulder range motion measurement sensor and Vicon 3D motion capture for shoulder abduction in frozen shoulder
title_full_unstemmed Comparative accuracy of a shoulder range motion measurement sensor and Vicon 3D motion capture for shoulder abduction in frozen shoulder
title_short Comparative accuracy of a shoulder range motion measurement sensor and Vicon 3D motion capture for shoulder abduction in frozen shoulder
title_sort comparative accuracy of a shoulder range motion measurement sensor and vicon 3d motion capture for shoulder abduction in frozen shoulder
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9028631/
https://www.ncbi.nlm.nih.gov/pubmed/35124602
http://dx.doi.org/10.3233/THC-228024
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