Forensic identification of medical damage is related to the proper resolution of medical disputes, the smooth progress of medical dispute litigation, judicial justice and social stability. At present, there are many problems in forensic identification of medical damage, such as the material of identification, the difficulty, the pressure of expert work and the long period of identification. The application of artificial intelligence in judicial field and medical field is universal and has achieved remarkable results. Artificial intelligence has the advantage and possibility to apply in the field of medical damage forensic identification, but after medical damage forensic identification introduces the important variable of artificial intelligence, there will be the lack of legal norms, the lack of value judgment of artificial intelligence, the concept of judicial expertise facing Subversive, expert living space is squeezed and other practical problems, because we must regulate the application of medical damage forensic expertise from the aspects of concept, system and technology.