The paper systematically reviews the development history of sci-tech intelligence research work, combined with the concrete practices of Shanghai Medical Sci-tech Intelligence Research Institute, it discusses the future research directions and effective operating modes, proposes advices on medical intelligence research work development, including strengthening talents construction, providing intelligence service in different levels for various types of innovation subjects,etc.