This paper reviews the application of artificial intelligence(AI)technology in medical imaging teaching and its innovative role in educational practice.The integration of AI not only updates the teaching content and intro-duces advanced image analysis tools,but also enhances students'interaction and practical ability through flipped classroom and project-based learning.The implementation of personalized learning path and diversified evaluation mechanism provides students with a richer learning experience.Despite the challenges of rapid iteration of technology and ethical issues,this paper puts forward suggestions for educators,policy makers and scholars,aiming to promote the effective application of AI technology and cultivate professionals with the needs of the future medical field.