The paper organizes the development of overseas Clinical Decision Support System(CDSS) based on Artificial Intelligence (AI) from the two aspects of development process and classic cases, analyzes its challenges like non-unified system standards and poor transplantability, and looks into its future development trend in the hope that it would enlighten researchers in Chinese related domains.