Advances in Data Management

0337509 - ÚI 2010 RIV DE eng M - Část monografie knihy
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
Grant CEP: GA MŠMT(CZ) 1M06014; GA ČR GA201/08/0802
Výzkumný záměr: CEZ:AV0Z10300504
Klíčová slova: expert systems * data mining * atherosclerosis
Kód oboru RIV: IN - Informatika

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.
Trvalý link: http://hdl.handle.net/11104/0181486