The Artificial Intelligence(AI) technologies are used to build of medical terminology ontologies and disease knowledge mappings, such as ontology, knowledge mapping and post structured technologies. Engine system of intelligent quality control is formed and comprehensive and intelligent quality review of Electronic Medical Records(EMR) is realized. Practices show that the application of the system can efficiently carry out form and content quality control of EMR and reduce error rate.