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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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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. |
format | Online Article Text |
id | pubmed-8514913 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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 |