By reviewing the important development history and major technological breakthrough of artificial intelligence technology，this article discusses the application direction of artificial intelligence in the medical field. From the aspects of medical image recognition and auxiliary pathological diagnosis，we analyzes the diagnosis and treatment of the present stage of artificial intelligence technology for female tumor. At the same time，we analyze the limitations and difficulties of artificial intelligence technology in the medical field，and provide theoretical guidance for the future application of artificial intelligence in the diagnosis and treatment of women’s cancer.