Research on the Rehabilitation Treatment of Knee Meniscus Injury in Badminton Players Using AI Technology

Jun Yang
School of Education, Wuzhou Vocational College, Wuzhou, 543000, China
Haowei Ti
Doctor of Clinical Medicine, Universidad Rey Juan Carlos, Madrid, 28028, Spain

Abstract:

Objective: AI technology is used to analyze meniscus injuries of badminton players during training and competition, providing assistance for clinical rehabilitation treatment decisions for meniscus injuries. Methods: By using AI technology, we compared the coronal plane knee alignment (CPAK) classification and LLR standard under different wear assumptions. We found that using the optimized wear assumption (Navopt) method, 94% of the cases could accurately measure the CPAK parameters within a classification group, which was consistent with the LLR standard, indicating that AI technology is reliable. Results: The results showed that when AI-assisted, the sensitivity was 95.6% (5504 of 5760). AI-assisted technology reduced the reading time by 6.3 seconds per time. AI-based 3D template system reduces surgical planning time and improves the accuracy of prosthesis size/position AI-based 3D template system has the potential to improve preoperative planning for joint replacement. This technology provides more accurate and personalized preoperative planning, which has the potential to improve patients' functional outcomes. Discussion: When the knee joint moves in badminton, the meniscus is located between the femoral and tibial cartilage surfaces, and the compressive stress between the contact points increases with the increase of the knee flexion angle. Conclusion: AI data shows that the space where the medial meniscus is located occupies more than 50% of the medial tibial platform surface, up to 74%; the medial meniscus bears more than 50% of the medial compressive stress. According to AI data analysis, meniscus rehabilitation training can restore normal mechanical conduction in the lower limbs and reduce the incidence of traumatic osteoarthritis. However, the meniscus tissue's blood supply and healing ability are poor, which brings difficulties to meniscus repair.