Research on countermeasures for safety prevention of muscle injury in sports under the background of big data and smart medicine
Abstract
With the deepening of quality-oriented education and the implementation of new curriculum standards, the forms and contents of school sports activities are increasingly diversified. In this regard, special attention must be paid to sports safety. Sports is a sport to improve physical and mental health, but it is easy to cause physical injury in sports. Big data can effectively monitor the normalization of movement in the process of exercise, so as to take timely safety precautions and reduce the probability of muscle injury. Therefore, by analyzing the causes and influencing factors of muscle injury in sports, this paper puts forward some safety precautions to avoid muscle injury accidents during sports. Through the neural network algorithm, it can be seen that with the increase of time, the function width and prevention index of security are constantly rising, and the average value of function width is about 0.83. The seventh day is 0.15 higher than the first day, the average value of prevention index is 1.31, and the seventh day is 0.19 higher than the first day. The effect of the optimized safety prevention strategy is better than that of the traditional safety prevention strategy, and the probability of muscle injury of athletes is also greatly reduced by 11% compared with the traditional one; However, the rehabilitation effect has improved a lot, 9% higher than the traditional one.
References
1. Sanchez B, Iyer SR, Li J, et al. Non‐invasive assessment of muscle injury in healthy and dystrophic animals with electrical impedance myography. Muscle & Nerve. 2017; 56(6). doi: 10.1002/mus.25559
2. Prakash A, Entwisle T, Schneider M, et al. Connective tissue injury in calf muscle tears and return to play: MRI correlation. British Journal of Sports Medicine. 2017; 52(14): 929-933. doi: 10.1136/bjsports-2017-098362
3. Zhao C. Muscle Injury in Bodybuilding Based on Mesoporous Multifunctional Nanomaterials for Sports Rehabilitation Training. Journal of Chemistry. 2020; 2020: 1-9. doi: 10.1155/2020/1784036
4. Matsuda DK. Editorial Commentary: Managing Hip Pain, Athletic Pubalgia, Sports Hernia, Core Muscle Injury, and Inguinal Disruption Requires Diagnostic and Therapeutic Expertise. Arthroscopy: The Journal of Arthroscopic & Related Surgery. 2021; 37(7): 2391-2392. doi: 10.1016/j.arthro.2021.04.027
5. Scillia AJ, Pierce TP, Simone E, et al. Mini-open Incision Sports Hernia Repair: A Surgical Technique for Core Muscle Injury. Arthroscopy Techniques. 2017; 6(4): e1281-e1284. doi: 10.1016/j.eats.2017.05.006
6. Padaki AS, Lynch TS, Larson CM, et al. Femoroacetabular Impingement and Core Muscle Injury in Athletes: Diagnosis and Algorithms for Success. Sports Medicine and Arthroscopy Review. 2020; 29(1): 9-14. doi: 10.1097/jsa.0000000000000294
7. Hall MM. Return to Play After Thigh Muscle Injury: Utility of Serial Ultrasound in Guiding Clinical Progression. Current Sports Medicine Reports. 2018; 17(9): 296-301. doi: 10.1249/jsr.0000000000000516
8. Quartey J, Afidemenyo S, Kwakye SK. Athletes’ expectations about physiotherapy in sports injury rehabilitation in greater Accra region. Hong Kong Physiotherapy Journal. 2019; 39(02): 101-114. doi: 10.1142/s1013702519500094
9. Shrier I, Zhao M, Piché A, et al. A higher sport-related reinjury risk does not mean inadequate rehabilitation: the methodological challenge of choosing the correct comparison group. British Journal of Sports Medicine. 2017; 51(8): 630-635. doi: 10.1136/bjsports-2016-096922
10. Edouard P, Ford KR. Great Challenges Toward Sports Injury Prevention and Rehabilitation. Frontiers in Sports and Active Living. 2020; 2. doi: 10.3389/fspor.2020.00080
11. Luchetti R, Pegoli L, Bain GI. Hand and Wrist Injuries in Combat Sports (A Guide to Diagnosis and Treatment). The Psychology of Sport Injury Rehabilitation. 2018; 8(12): 183-192. doi: 10.1007/978-3-319-52902-8_14
12. Pollock N, Kelly S, Lee J. A 4-year study of hamstring injury outcomes in elite track and field using the British Athletics rehabilitation approach. British Journal of Sports Medicine. 2021; 56(5): 791-795. doi: 10.1136/bjsports-2020-103791
13. Micheo W. Chapter 12-Rehabilitation in Musculoskeletal and Sports Injuries in Older Adults. Geriatric Rehabilitation. 2018; 15(9): 161-168. doi: 10.1016/B978-0-323-54454-2.00012-1
14. Cao D, Wang J, Liu N. Research on Human Sports Rehabilitation Design Based on Object-Oriented Technology. Journal of Healthcare Engineering. 2021; 2021(4): 1-9. doi: 10.1155/2021/6626957
15. FC Büttner, Delahunt E, Roe M. The Big Five: Consensus considerations before a muscle injury registry revolution—stating the (not so) obvious. British Journal of Sports Medicine. 2018; 52(10): 637-643. doi: 10.1136/bjsports-2017-098643
16. Peck BD, Brightwell CR, Johnson DL, et al. Anterior Cruciate Ligament Tear Promotes Skeletal Muscle Myostatin Expression, Fibrogenic Cell Expansion, and a Decline in Muscle Quality. The American Journal of Sports Medicine. 2019; 47(6): 1385-1395. doi: 10.1177/0363546519832864
17. Kikumoto T, Edama M, Nakamura M, et al. The effect of hip abductions muscle strength on knee alignment during a single-leg landing in female basketball players. Japanese Journal of Physical Fitness and Sports Medicine. 2017; 66(6): 399-405. doi: 10.7600/jspfsm.66.399
18. Chen MY, Kuo YL, Chou CY. Lateral Abdominal Muscle Symmetry and Risk of Sports Injury in Baseball Players. Medicine & Science in Sports & Exercise. 2020; 52(7): 83-84. doi: 10.1249/01.mss.0000670944.30305.49
19. Miyamoto-Mikami E, Miyamoto N, Kumagai H. COL5A1 rs12722 polymorphism is not associated with passive muscle stiffness and sports-related muscle injury in Japanese athletes. BioMed Central. 2019; 14(1): 45-49. doi: 10.1186/s12881-019-0928-2
20. Forsdyke D, Smith A, Jones M. Infographic: Psychosocial factors associated with outcomes of sports injury rehabilitation in competitive athletes. British Journal of Sports Medicine. 2017; 51(7): 561-561. doi: 10.1136/bjsports-2016-097467
Copyright (c) 2024 Chunfang Wang
This work is licensed under a Creative Commons Attribution 4.0 International License.
Copyright on all articles published in this journal is retained by the author(s), while the author(s) grant the publisher as the original publisher to publish the article.
Articles published in this journal are licensed under a Creative Commons Attribution 4.0 International, which means they can be shared, adapted and distributed provided that the original published version is cited.
Submit a Paper
