Research on intelligent medicine based on knowledge graph
10.7687/J.ISSN1003-8868.2017.03.109
- VernacularTitle:基于知识图谱的智能医疗研究
- Author:
Siwei YU
;
Hao FAN
;
Fei WANG
;
Lei XU
- Keywords:
knowledge graph;
intelligent medicine;
ontology;
semantic analysis;
assistant diagnosis
- From:
Chinese Medical Equipment Journal
2017;38(3):109-111,126
- CountryChina
- Language:Chinese
-
Abstract:
Objective To discuss the use of knowledge graph technology to connect various trivial and fragmented knowledge in various medical information systems and support comprehensive knowledge retrieval and intelligent medical applications such as Q & A and clinical decision support.Methods Based on the construction of medical field ontology and semantic labeling of medical knowledge base,the medical knowledge graph was constructed and applied to intelligent medicine,with chronic disease taken as an example.Results The construction method of medical knowledge graph and its application in semantic analysis,reasoning and disease-assisted diagnosis system based on medical knowledge base were put forward.Conclusion The application of intelligent medicine based on knowledge graph will play an important role in contradiction between the supply of high-quality medical resources and increasing medical requirements.
