Under the"New Medicine"context,how to integrate medical engineering technology into modern teaching methods has become a key approach to enhancing the quality and efficiency of medical education.This paper aims to advance medical education and teaching reforms,promote the comprehensive improvement in the quality of higher education,and focus on enhancing the quality of medical talent cultivation.For this purpose,the authors proposed an innovative intelligent classroom teaching model,based on artificial intelligence technology.This model utilized advanced camera technology to capture students'facial expressions in real-time,combining artificial intelligence algorithms to analyze students'understanding of medical concepts,and assisted teachers in adjusting classroom teaching strategies in real-time to improve learning effectiveness.This approach has significantly enhanced the overall quality and efficiency of medical education and is of great significance for cultivating versatile medical professionals with high levels of expertise and practical skills.