Abstract: Under the background of the new era of "mass entrepreneurship and innovation", the in-depth integration of innovation and entrepreneurship education and medical professional education has become one of the directions of higher education reform. This paper summarizes the practical difficulties faced by the integration of innovation and entrepreneurship education and medical education, including the lagging concept of talent training, imperfect curriculum system, inadequate integration of educational resources and imperfect educational evaluation system. Based on this, this paper puts forward a talent training mode of deep integration of innovation and entrepreneurship education and medical education, so as to consolidate the foundation of professional education, improve the talent training scheme of medical education, and cultivate the innovation and entrepreneurship quality of medical students, so as to deliver modern medical talents to the society with high quality.

Key words: Innovation and entrepreneurship education, Medical education, Deep fusion, Talent training mode