Semantic web framework for knowledge-centric clinical decision support systems

被引:0
作者
Hussain, Sajjad [1 ]
Raza Abidi, Samina [1 ]
Sibte Raza Abidi, Syed [1 ]
机构
[1] Dalhousie Univ, Fac Comp Sci, NICHE Res Grp, Halifax, NS B3H 1W5, Canada
来源
ARTIFICIAL INTELLIGENCE IN MEDICINE, PROCEEDINGS | 2007年 / 4594卷
关键词
Clinical Decision Support Systems; Semantic Web; ontologies; Clinical Practice Guidelines; breast cancer;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Lately, there have been considerable efforts to computerize Clinical Practice Guidelines (CPG) so that they can be executed via Clinical Decision Support Systems (CDSS) at the point of care. We present a Semantic Web framework to both model and execute the knowledge within a CPG to develop knowledge-centric CDSS. Our approach entails knowledge modeling through a synergy between multiple ontologies-i.e. a domain ontology, CPG ontology and patient ontology. We develop decision-rules based on the ontologies, and execute them with a proof engine to derive CPG-based patient specific recommendations. We present a prototype of our CPG-based CDSS to execute the CPG for Follow-up after Treatment for Breast Cancer.
引用
收藏
页码:451 / 455
页数:5
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