Medical Knowledge Graph: Data Sources, Construction, Reasoning, and Applications

• Published in: Big Data Mining and Analytics Vol. 6; no. 2; pp. 201 - 217
• Main Authors: Wu, Xuehong, Duan, Junwen, Pan, Yi, Li, Min
• Format: Journal Article
• Language: English
• Published: Beijing Tsinghua University Press 01.06.2023
• Subjects: Artificial intelligence; Big Data; Clinical trials; Computer science; Data mining; Disease; Electronic health records; Information sources; intelligent healthcare; intelligent medical applications; Knowledge; knowledge graph construction; knowledge reasoning; Knowledge representation; Medical diagnosis; medical knowledge graph; Medical Subject Headings-MeSH; Ontology; Reasoning; Semantics; Textbooks

Medical knowledge graphs (MKGs) are the basis for intelligent health care, and they have been in use in a variety of intelligent medical applications. Thus, understanding the research and application development of MKGs will be crucial for future relevant research in the biomedical field. To this en...