Teacher is the most important human resource in education resources. One key to ensure the quality of "Outstanding Doctor" training is to construct and cultivate a teaching team with high academic level and clinical practice ability and innovation ability. Based on the "Outstanding Doctor" program as the lead, the paper analyzes the current situation of our faculty, discusses the common problems of composite teacher training and to establish the corresponding cultivation mechanism and perfect the evaluation system of teachers.