MEDICAL STANDARD TERMINOLOGY GENERATOR BASED ON KNOWLEDGE DISTILLATION FROM MEDICAL NATURAL LANGUAGE

• Main Authors: KIM HYUNJOO, INWHEE JOE
• Format: Patent
• Language: English; Korean
• Published: 26.01.2023
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; 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

A technology for a medical standard term generator based on the knowledge distillation technique of natural language including medical terms is disclosed. A medical standard term generation method performed by a medical standard term generation system according to one embodiment may include the steps of: receiving text data including medical terms into a learning model for generating standard medical terms; and converting the text data including medical terms into rule-based medical standard terms through the learning model for generating the medical standard terms. 의학용어를 포함한 자연어의 지식 증류기법 기반의 의료 표준용어 생성기 기술이 개시된다. 일 실시예에 따른 의료 표준용어 생성 시스템에 의해 수행되는 의료 표준용어 생성 방법은, 의료 용어를 포함하는 텍스트 데이터를 의료 표준용어 생성을 위한 학습 모델에 입력받는 단계; 및 상기 의료 표준용어 생성을 위한 학습 모델을 통해 의료 용어를 포함하는 텍스트 데이터로부터 룰(Rule) 기반의 의료 표준용어로 변환하는 단계를 포함할 수 있다.