Dialogue-based electronic medical record generation method and device, equipment and storage medium

• Main Authors: LIN ZHIZHONG, WANG HUAZHEN, LI HUIFA
• Format: Patent
• Language: Chinese; English
• Published: 13.12.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; HANDLING RECORD CARRIERS; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The embodiment of the invention provides a dialogue-based electronic medical record generation method and device, equipment and a storage medium, and relates to the technical field of natural language processing. The electronic medical record generation method comprises the following steps: S1, acquiring text data of a doctor-patient dialogue; s2, inputting the text data into a pre-trained text classification model, obtaining an electronic medical record entry category of each paragraph, aggregating the paragraphs with the same electronic medical record entry category, and obtaining a paragraph category set of each electronic medical record entry category; and S3, inputting the paragraphs in each paragraph category set into a pre-trained entity extraction model, obtaining labels of the medical named entities in each paragraph, and forming an entity label pair set. And S4, according to the entity label pair set, based on the entity relationship template, generating medical record texts, and performing memory c