Incorporating semiotics into fuzzy logic to enhance clinical decision support systems

Xiuxiu Chen, Huiying Gao, Kecheng Liu, Ying Zhang

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

In order to enhance the quality of care, healthcare organisations are increasingly resorting to clinical decision support systems (CDSSs), which provide physicians with appropriate health care decisions or recommendations. However, how to explicitly represent the diverse vague medical knowledge and effectively reason in the decision-making process are still problems we are confronted. In this paper, we incorporate semiotics into fuzzy logic to enhance CDSSs with the aim of providing both the abilities of describing medical domain concepts contextually and reasoning with vague knowledge. A semiotically inspired fuzzy CDSSs framework is presented, based on which the vague knowledge representation and reasoning process are demonstrated.

源语言英语
主期刊名Service Science and Knowledge Innovation - 15th IFIP WG 8.1 International Conference on Informatics and Semiotics in Organisations, ICISO 2014, Proceedings
编辑Kecheng Liu, Stephen R. Gulliver, Weizi Li, Changrui Yu
出版商Springer New York LLC
97-106
页数10
ISBN(电子版)9783642553547
DOI
出版状态已出版 - 2014
活动15th IFIP WG 8.1 International Conference on Informatics and Semiotics in Organisations, ICISO 2014 - Shanghai, 中国
期限: 23 5月 201424 5月 2014

出版系列

姓名IFIP Advances in Information and Communication Technology
426
ISSN(印刷版)1868-4238
ISSN(电子版)1868-422X

会议

会议15th IFIP WG 8.1 International Conference on Informatics and Semiotics in Organisations, ICISO 2014
国家/地区中国
Shanghai
时期23/05/1424/05/14

指纹

探究 'Incorporating semiotics into fuzzy logic to enhance clinical decision support systems' 的科研主题。它们共同构成独一无二的指纹。

引用此

Chen, X., Gao, H., Liu, K., & Zhang, Y. (2014). Incorporating semiotics into fuzzy logic to enhance clinical decision support systems. 在 K. Liu, S. R. Gulliver, W. Li, & C. Yu (编辑), Service Science and Knowledge Innovation - 15th IFIP WG 8.1 International Conference on Informatics and Semiotics in Organisations, ICISO 2014, Proceedings (页码 97-106). (IFIP Advances in Information and Communication Technology; 卷 426). Springer New York LLC. https://doi.org/10.1007/978-3-642-55355-4_10