1 results about "Established diagnosis" patented technology

The present application relates to the field of medical informatization and artificial intelligence technology, and specifically provides a medical record connotation quality control method and device based on a large language model, which has the following steps: S1, medical record document data access, document content preprocessing; S2, clear quality control content, construct quality control rule library; S3, construct medical knowledge base: based on clinical guidelines and evidence-based medicine evidence base, establish diagnosis standard, drug, treatment project, inspection project knowledge base; S4, entity extraction: use a large language model to extract diagnosis, drug, treatment project and inspection project name; S5, model reasoning: query the relevant information of the extracted entity in the knowledge base, according to the quality control rules, combine the queried relevant information with the medical document and submit them to the large model for reasoning to give the quality control result; S6, problem collection, model optimization. Compared with the prior art, the present application can significantly improve the intelligent level of medical record connotation quality control, effectively assist clinical doctors and quality control personnel to improve the quality of medical record writing, ensure medical safety, and improve hospital management efficiency.