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Experimental Study on Alleviating Sports Injury through Data Screening of Functional Motor Biological Images

In order to better reduce sports injury, a method based on functional motion biological image data is proposed. Through performing functional motion screening test on wushu athletes, including 7 items of test, each athlete is given a score according to the test standard. This paper summarizes the mi...

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Autor principal: Rao, Fan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8514913/
https://www.ncbi.nlm.nih.gov/pubmed/34659695
http://dx.doi.org/10.1155/2021/8099451
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author Rao, Fan
author_facet Rao, Fan
author_sort Rao, Fan
collection PubMed
description In order to better reduce sports injury, a method based on functional motion biological image data is proposed. Through performing functional motion screening test on wushu athletes, including 7 items of test, each athlete is given a score according to the test standard. This paper summarizes the mistakes and deficiencies of common movement patterns of athletes and makes different intervention plans to improve the effect of sports injury screening. The results show that, at P > 0.001, there was a significant difference, and the experimental group FMS total score (15.02 ± 3.7) was lower than the control group FMS total score (18.51 ± 1.45). The recognition rate of the system is higher than that of the system based on single feature, and the recognition performance is better than that of the standard SVM and KNN recognition methods. It is proved that the design of the system is feasible, reliable, and effective.
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spelling pubmed-85149132021-10-15 Experimental Study on Alleviating Sports Injury through Data Screening of Functional Motor Biological Images Rao, Fan J Healthc Eng Research Article In order to better reduce sports injury, a method based on functional motion biological image data is proposed. Through performing functional motion screening test on wushu athletes, including 7 items of test, each athlete is given a score according to the test standard. This paper summarizes the mistakes and deficiencies of common movement patterns of athletes and makes different intervention plans to improve the effect of sports injury screening. The results show that, at P > 0.001, there was a significant difference, and the experimental group FMS total score (15.02 ± 3.7) was lower than the control group FMS total score (18.51 ± 1.45). The recognition rate of the system is higher than that of the system based on single feature, and the recognition performance is better than that of the standard SVM and KNN recognition methods. It is proved that the design of the system is feasible, reliable, and effective. Hindawi 2021-10-06 /pmc/articles/PMC8514913/ /pubmed/34659695 http://dx.doi.org/10.1155/2021/8099451 Text en Copyright © 2021 Fan Rao. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Rao, Fan
Experimental Study on Alleviating Sports Injury through Data Screening of Functional Motor Biological Images
title Experimental Study on Alleviating Sports Injury through Data Screening of Functional Motor Biological Images
title_full Experimental Study on Alleviating Sports Injury through Data Screening of Functional Motor Biological Images
title_fullStr Experimental Study on Alleviating Sports Injury through Data Screening of Functional Motor Biological Images
title_full_unstemmed Experimental Study on Alleviating Sports Injury through Data Screening of Functional Motor Biological Images
title_short Experimental Study on Alleviating Sports Injury through Data Screening of Functional Motor Biological Images
title_sort experimental study on alleviating sports injury through data screening of functional motor biological images
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8514913/
https://www.ncbi.nlm.nih.gov/pubmed/34659695
http://dx.doi.org/10.1155/2021/8099451
work_keys_str_mv AT raofan experimentalstudyonalleviatingsportsinjurythroughdatascreeningoffunctionalmotorbiologicalimages