The paper proposes a keyword retrieval scheme for encrypted Electronic Medical Records (EMR), introduces the relevant basic knowledge, expounds the system model and scheme algorithm, tests and analyzes the security and feasibility of the scheme, and points out that the scheme can improve the practicality while maintaining the security and privacy of EMR, and make it possible to store encrypted EMR in the cloud environment.