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Advances in Data Management
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SYSNO ASEP 0337509 Document Type M - Monograph Chapter R&D Document Type Monograph Chapter Title Atherosclerosis Risk Assessment Using Rule-Based Approach Author(s) Berka, Petr (UIVT-O)
Tomečková, Marie (UIVT-O)Source Title Advances in Data Management. - Berlin : Springer, 2009 / Ras Z. ; Dardzinska A. - ISSN 1860-949X - ISBN 978-3-642-02189-3 Pages s. 333-350 Number of pages 18 s. Number of copy 200 Number of pages 398 Language eng - English Country DE - Germany Keywords expert systems ; data mining ; atherosclerosis Subject RIV IN - Informatics, Computer Science R&D Projects 1M06014 GA MŠMT - Ministry of Education, Youth and Sports (MEYS) GA201/08/0802 GA ČR - Czech Science Foundation (CSF) CEZ AV0Z10300504 - UIVT-O (2005-2011) UT WOS 000271665600016 DOI 10.1007/978-3-642-02190-9_16 Annotation 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. Workplace Institute of Computer Science Contact Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Year of Publishing 2010
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