Since there are few researches on relation extraction through bootstrap and few basic tools for medical field in China, on the basis of general natural language processing technology, the paper constructs a relation mode with the shortest dependency path and bootstrap algorithmic frame, introduces positive evaluation on candidate entities in the filtering mechanism and a new algorithm optimization strategy. It summarizes the contribution and limitation of the research by evaluating the performance of the system through tests.