Application of Medical Knowledge Graphs in Cardiology and Cardiovascular Medicine: A Brief Literature Review

doi:10.1007/s12325-022-02254-7

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 互联网大数据与信息安全

	Application of Medical Knowledge Graphs in Cardiology and Cardiovascular Medicine: A Brief Literature Review
	Wang, Hong 1,2; Zu, Quannan3 ; Lu, Ming 3; Chen, Rongfa 4; Yang, Zhiren 4; Gao, Yongqiang 1; Ding, Jiawang 5
发表期刊	ADVANCES IN THERAPY
ISSN	0741-238X
	2022-07-30
页码	9
通讯作者	Wang, Hong(iriswh2014@163.com)
摘要	A knowledge graph is defined as a collection of interlinked descriptions of concepts, relationships, entities and events. Medical knowledge graphs have been the most recent advances in technology, therapy and medicine. Nowadays, a number of specific uses and applications rely on knowledge graphs. The application of the knowledge graph, another form of artificial intelligence (AI) in cardiology and cardiovascular medicine, is a new concept, and only a few studies have been carried out on this particular aspect. In this brief literature review, the use and importance of disease-specific knowledge graphs in exploring various aspects of Kawasaki disease were described. A vision of individualized knowledge graphs (iKGs) in cardiovascular medicine was also discussed. Such iKGs would be based on a modern informatics platform of exchange and inquiry that could comprehensively integrate biologic knowledge with medical histories and health outcomes of individual patients. This could transform how clinicians and scientists discover, communicate and apply new knowledge. In addition, we also described how a study based on the comprehensive longitudinal evaluation of dietary factors associated with acute myocardial infarction and fatal coronary heart disease used a knowledge graph to show the dietary factors associated with cardiovascular diseases in Nurses' Health Study data. To conclude, in this fast-developing world, medical knowledge graphs have emerged as attractive methods of data storage and hypothesis generation. They could be a major and effective tool in cardiology and cardiovascular medicine and play an important role in reaching effective clinical decisions during treatment and management of patients in the cardiology department.
关键词	Medical knowledge graphs Advances in therapy Cardiology Cardiovascular diseases Artificial intelligence
DOI	10.1007/s12325-022-02254-7
收录类别	SCI
语种	英语
资助项目	Guangxi Key Research and Development Program ; Guangxi Medical and Health Appropriate Technology Development and Promotion Application Project[S2017077] ; Guangxi Nanning Qingxiu District Science and Technology Development Project[2014S06]
项目资助者	Guangxi Key Research and Development Program ; Guangxi Medical and Health Appropriate Technology Development and Promotion Application Project ; Guangxi Nanning Qingxiu District Science and Technology Development Project
WOS研究方向	Research & Experimental Medicine ; Pharmacology & Pharmacy
WOS类目	Medicine, Research & Experimental ; Pharmacology & Pharmacy
WOS记录号	WOS:000833512400002
出版者	SPRINGER
引用统计	被引频次：3[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/49747
专题	多模态人工智能系统全国重点实验室_互联网大数据与信息安全
通讯作者	Wang, Hong
作者单位	1.Peoples Hosp Guangxi Zhuang Autonomous Reg, Dept Cardiol, Nanning 530021, Guangxi, Peoples R China 2.Jinan Univ, Guangzhou 510632, Guangdong, Peoples R China 3.Tianjin Univ, Coll Management & Econ, Tianjin 300072, Peoples R China 4.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 5.Beijing Chaoyang Hosp, Dept Internal Med, Beijing 100020, Peoples R China
推荐引用方式 GB/T 7714	Wang, Hong,Zu, Quannan,Lu, Ming,et al. Application of Medical Knowledge Graphs in Cardiology and Cardiovascular Medicine: A Brief Literature Review[J]. ADVANCES IN THERAPY,2022:9.
APA	Wang, Hong.,Zu, Quannan.,Lu, Ming.,Chen, Rongfa.,Yang, Zhiren.,...&Ding, Jiawang.(2022).Application of Medical Knowledge Graphs in Cardiology and Cardiovascular Medicine: A Brief Literature Review.ADVANCES IN THERAPY,9.
MLA	Wang, Hong,et al."Application of Medical Knowledge Graphs in Cardiology and Cardiovascular Medicine: A Brief Literature Review".ADVANCES IN THERAPY (2022):9.