The paper introduces the research status of payment for knowledge and payment sharing of health and medical data based on blockchain, proposes to build a payment sharing model of medical knowledge chain based on blockchain, expounds the overall structure and composition of the model, analyzes related issues, including extraction, organization, integrity control and transaction of medical knowledge chain, and elaborates the simulation test methods and results.