Factors and clinical characteristics of anterior cruciate ligament injury caused by basketball training injury based on multimedia visual images

  • Yan Bai The School of Humanities and Social Sciences, Guangzhou Civil Aviation College, Guangzhou 510000, China
  • Jian Li The School of Humanities and Social Sciences, Guangzhou Civil Aviation College, Guangzhou 510000, China
  • Yong Jiang Asset Management Office, Guangzhou Sport University, Guangzhou 510500, China
Keywords: anterior cruciate ligaments; basketball training; damage factors; sports medicine; edge detection algorithm
Article ID: 196

Abstract

With the coordinated development of China’s national economy and the people’s awareness of the importance of physical and mental health, people have become active in sports, and the development of sports medical care for athletes is particularly important. In training, athletes are likely to have ligament injuries, which makes athletes face rehabilitation, prevention and other problems. This paper describes the joint structure, injury factors and preventive measures of the anterior cruciate ligament, and compares the detection algorithm based on multimedia visual image with the traditional algorithm, focusing on the contrast between the clarity of the cruciate ligament injury image and the image information obtained. The results showed that the algorithm under machine learning improved 16.7% in the clarity of the athletes’ ligaments compared with the traditional algorithm, and the amount of information obtained increased 0.168, which made it better to understand the situation of the basketball players’ cruciate ligaments, so as to better prevent them, providing the best rehabilitation training for basketball players. This paper has a certain reference significance for basketball players in the research of cruciate ligament injury.

References

1. Parsons JL, Coen SE, Bekker S. Anterior cruciate ligament injury: towards a gendered environmental approach. British Journal of Sports Medicine. 2021; 55(17): 984–990. doi: 10.1136/bjsports-2020-103173

2. Raines BT, Naclerio E, and Sherman SL. Management of anterior cruciate ligament injury. Indian journal of orthopaedics. 2017; 51(2): 563–575. doi: 10.4103/ortho.IJOrtho_245_17

3. Dekker TJ, Godin JA, Dale KM, et al. Return to Sport After Pediatric Anterior Cruciate Ligament Reconstruction and Its Effect on Subsequent Anterior Cruciate Ligament Injury. Journal of Bone and Joint Surgery. 2017; 99(11): 897–904. doi: 10.2106/jbjs.16.00758

4. McPherson AL, Feller JA, Hewett TE, et al. Psychological Readiness to Return to Sport Is Associated with Second Anterior Cruciate Ligament Injuries. The American Journal of Sports Medicine. 2019; 47(4): 857–862. doi: 10.1177/0363546518825258

5. Omi Y, Sugimoto D, Kuriyama S, et al. Effect of Hip-Focused Injury Prevention Training for Anterior Cruciate Ligament Injury Reduction in Female Basketball Players: A 12-Year Prospective Intervention Study. The American Journal of Sports Medicine. 2018; 46(4): 852–861. doi: 10.1177/0363546517749474

6. Hadzovic M, Ilic P, et al. The Effects of a Knee Joint Injury Prevention Program on Young Female Basketball Players: A Systematic Review. Journal of Anthropology of Sport and Physical Education. 2020; 4(1): 51–56. doi: 10.26773/jaspe.200109

7. Benis R, La Torre A, Bonato M. Anterior cruciate ligament injury profile in female elite Italian basketball league. The Journal of Sports Medicine and Physical Fitness. 2018; 58(3). doi: 10.23736/s0022-4707.16.06663-9

8. Helito CP, Sobrado MF, Giglio PN, et al. Combined Reconstruction of the Anterolateral Ligament in Patients with Anterior Cruciate Ligament Injury and Ligamentous Hyperlaxity Leads to Better Clinical Stability and a Lower Failure Rate Than Isolated Anterior Cruciate Ligament Reconstruction. Arthroscopy: The Journal of Arthroscopic & Related Surgery. 2019; 35(9): 2648–2654. doi: 10.1016/j.arthro.2019.03.059

9. Singh N. International Epidemiology of Anterior Cruciate Ligament Injuries. Orthopedic Research Online Journal. 2018; 1(5). doi: 10.31031/oproj.2018.01.000525

10. Price MJ, Tuca M, Cordasco FA, et al. Nonmodifiable risk factors for anterior cruciate ligament injury. Current Opinion in Pediatrics. 2017; 29(1): 55–64. doi: 10.1097/mop.0000000000000444

11. Montalvo AM, Schneider DK, Webster KE, et al. Anterior Cruciate Ligament Injury Risk in Sport: A Systematic Review and Meta-Analysis of Injury Incidence by Sex and Sport Classification. Journal of Athletic Training. 2019; 54(5): 472–482. doi: 10.4085/1062-6050-407-16

12. Bayer S, Meredith SJ, Wilson KW, et al. Knee Morphological Risk Factors for Anterior Cruciate Ligament Injury. Journal of Bone and Joint Surgery. 2020; 102(8): 703–718. doi: 10.2106/jbjs.19.00535

13. Kim SH, Seo HJ, Seo DW, et al. Analysis of Risk Factors for Ramp Lesions Associated with Anterior Cruciate Ligament Injury. The American Journal of Sports Medicine. 2020; 48(7): 1673–1681. doi: 10.1177/0363546520918207

14. Mead MP, Gumucio JP, Awan TM, et al. Pathogenesis and management of tendinopathies in sports medicine. Translational Sports Medicine. 2018; 1(1): 5–13. doi: 10.1002/tsm2.6

15. Akhtar N. A Holistic Analysis of Medical Internet of Things (MIoT). Journal of Information and Computational Science. 2021; 11(4): 209–222.

16. McPherson AL, Feller JA, Hewett TE, et al. Smaller Change in Psychological Readiness to Return to Sport Is Associated with Second Anterior Cruciate Ligament Injury Among Younger Patients. The American Journal of Sports Medicine. 2019; 47(5): 1209–1215. doi: 10.1177/0363546519825499

17. Cole BJ, Cotter EJ, Wang KC, et al. Patient Understanding, Expectations, Outcomes, and Satisfaction Regarding Anterior Cruciate Ligament Injuries and Surgical Management. Arthroscopy: The Journal of Arthroscopic & Related Surgery. 2017; 33(5): 1092–1096. doi: 10.1016/j.arthro.2017.01.049

18. Westermann RW, Spindler KP, Huston LJ, et al. Outcomes of Grade III Medial Collateral Ligament Injuries Treated Concurrently with Anterior Cruciate Ligament Reconstruction: A Multicenter Study. Arthroscopy: The Journal of Arthroscopic & Related Surgery. 2019; 35(5): 1466–1472. doi: 10.1016/j.arthro.2018.10.138

19. Bourne MN, Webster KE, Hewett TE. Is Fatigue a Risk Factor for Anterior Cruciate Ligament Rupture? Sports Medicine. 2019; 49(11): 1629–1635. doi: 10.1007/s40279-019-01134-5

20. van der List JP, DiFelice GS. Primary repair of the anterior cruciate ligament: A paradigm shift. The Surgeon. 2017; 15(3): 161–168. doi: 10.1016/j.surge.2016.09.006

Published
2024-11-15
How to Cite
Bai, Y., Li, J., & Jiang, Y. (2024). Factors and clinical characteristics of anterior cruciate ligament injury caused by basketball training injury based on multimedia visual images. Molecular & Cellular Biomechanics, 21(3), 196. https://doi.org/10.62617/mcb196
Section
Article