Advances in the application of artificial intelligence in continuing education for trauma orthopedics
Zijie An , Yawei Zhang , Qiaoyu Zhang , Jingyu Liu , Yue Mao , Rui Zhao , Kun Zhu
Artificial Intelligence Surgery ›› 2025, Vol. 5 ›› Issue (4) : 505 -20.
Advances in the application of artificial intelligence in continuing education for trauma orthopedics
The application of artificial intelligence (AI) in continuing education for traumatic orthopedics is rapidly evolving and demonstrates significant potential. Through AI technologies, surgeons can enhance their surgical skills and operational confidence within safe simulated environments, particularly in contexts where hands-on practice opportunities are diminishing. However, the long-term efficacy of AI in continuing education remains incompletely validated, with further research required to assess skill retention among trainees and the practical outcomes of its application. Additionally, AI holds substantial promise in clinical diagnosis and decision-making support, enabling surgeons to rapidly analyze and process complex data in trauma and emergency settings. Despite its broad prospects in acute surgical interventions and educational training, the adoption of AI remains in its nascent stage due to limited physician understanding of AI technologies and current technical constraints. AI also exhibits advantages in personalized teaching by assessing trainee competencies and providing feedback to optimize educational processes. Nevertheless, challenges such as data imbalance and insufficient sample sizes persist in AI-driven continuing education. While the widespread integration of AI in orthopedic trauma education - particularly in medical imaging diagnostics and surgical training - can significantly improve clinical outcomes, physicians must fully acknowledge its limitations and exercise prudence when implementing AI solutions.
Artificial intelligence / orthopedic trauma / continuing education
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