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Analysis of Sports Injury Estimation Model Based on Mutation Fuzzy Neural Network

In recent years, with the gradual development of sports, the competition between athletes is becoming more and more fierce. The long training time and heavy body load of athletes lead to the increase of the incidence of sports injury, and the evaluation and analysis of athletes' sports injury n...

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Detalles Bibliográficos
Autores principales: Wang, Dong, Yang, Jeng-Sheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8654572/
https://www.ncbi.nlm.nih.gov/pubmed/34899890
http://dx.doi.org/10.1155/2021/3056428
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author Wang, Dong
Yang, Jeng-Sheng
author_facet Wang, Dong
Yang, Jeng-Sheng
author_sort Wang, Dong
collection PubMed
description In recent years, with the gradual development of sports, the competition between athletes is becoming more and more fierce. The long training time and heavy body load of athletes lead to the increase of the incidence of sports injury, and the evaluation and analysis of athletes' sports injury need a lot of manpower and material resources. In order to improve the calculation efficiency of sports injury estimation results and save the cost of estimation and analysis, we propose a sports injury estimation model based on the algorithm model of mutation fuzzy neural network. The sports injury model constructed in this paper can not only systematically evaluate and analyze the degree of sports injury of athletes, but also improve the accuracy and efficiency; at the same time, it has universality for the evaluation and analysis of the degree of sports injury. The construction of this model provides the theoretical basis of big data algorithm for the prevention of sports injury and the application of mutation fuzzy neural network in the field of sports.
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spelling pubmed-86545722021-12-09 Analysis of Sports Injury Estimation Model Based on Mutation Fuzzy Neural Network Wang, Dong Yang, Jeng-Sheng Comput Intell Neurosci Research Article In recent years, with the gradual development of sports, the competition between athletes is becoming more and more fierce. The long training time and heavy body load of athletes lead to the increase of the incidence of sports injury, and the evaluation and analysis of athletes' sports injury need a lot of manpower and material resources. In order to improve the calculation efficiency of sports injury estimation results and save the cost of estimation and analysis, we propose a sports injury estimation model based on the algorithm model of mutation fuzzy neural network. The sports injury model constructed in this paper can not only systematically evaluate and analyze the degree of sports injury of athletes, but also improve the accuracy and efficiency; at the same time, it has universality for the evaluation and analysis of the degree of sports injury. The construction of this model provides the theoretical basis of big data algorithm for the prevention of sports injury and the application of mutation fuzzy neural network in the field of sports. Hindawi 2021-12-01 /pmc/articles/PMC8654572/ /pubmed/34899890 http://dx.doi.org/10.1155/2021/3056428 Text en Copyright © 2021 Dong Wang and Jeng-Sheng Yang. 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
Wang, Dong
Yang, Jeng-Sheng
Analysis of Sports Injury Estimation Model Based on Mutation Fuzzy Neural Network
title Analysis of Sports Injury Estimation Model Based on Mutation Fuzzy Neural Network
title_full Analysis of Sports Injury Estimation Model Based on Mutation Fuzzy Neural Network
title_fullStr Analysis of Sports Injury Estimation Model Based on Mutation Fuzzy Neural Network
title_full_unstemmed Analysis of Sports Injury Estimation Model Based on Mutation Fuzzy Neural Network
title_short Analysis of Sports Injury Estimation Model Based on Mutation Fuzzy Neural Network
title_sort analysis of sports injury estimation model based on mutation fuzzy neural network
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8654572/
https://www.ncbi.nlm.nih.gov/pubmed/34899890
http://dx.doi.org/10.1155/2021/3056428
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