Number of the records: 1
Advances in Data Management
- 1.0337509 - ÚI 2010 RIV DE eng M - Monography Chapter
Berka, Petr - Tomečková, Marie
Atherosclerosis Risk Assessment Using Rule-Based Approach.
Advances in Data Management. Berlin: Springer, 2009 - (Ras, Z.; Dardzinska, A.), s. 333-350. Studies in Computational Intelligence, 223. ISBN 978-3-642-02189-3
R&D Projects: GA MŠMT(CZ) 1M06014; GA ČR GA201/08/0802
Institutional research plan: CEZ:AV0Z10300504
Keywords : expert systems * data mining * atherosclerosis
Subject RIV: IN - Informatics, Computer Science
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.
Permanent Link: http://hdl.handle.net/11104/0181486
Number of the records: 1