Atherosclerosis risk assessment using rule-based approach

被引：0
|
作者：
Berka, Petr [1 ,2 ]
Tomeckova, Marie [2 ]
机构：
[1] Univ Econ, Prague, Czech Republic
[2] Prague Acad Sci, Ctr Biomed Informat, Inst Comp Sci, Prague, Czech Republic
来源：
PROCEEDINGS OF THE 21ST IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS | 2008年
关键词：
D O I：
10.1109/CBMS.2008.13
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A number of calculators that compute the risk of atherosclerosis has been developed and made available on the Internet They all are based on computing weighted sum of risk factors. We propose instead to use more flexible rule-based approach to estimate this risk. The used rules were created using machine learning methods and further refined by domain expert. Using our rule-based expert system NEST, we built a consultation module AtherEx, that helps (via Internet) a non-expert user to evaluate his atherosclerosis risk.
引用
收藏
页码：260 / +
页数：2
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