Atherosclerosis Risk Assessment using Rule-Based Approach

0314193 - ÚI 2009 RIV US eng C - Conference Paper (international conference)
Berka, Petr - Tomečková, Marie
Atherosclerosis Risk Assessment using Rule-Based Approach.
[Odhad rizika aterosklerózy užitím metody založené na pravidlech.]
Computer-Based Medical Systems. Los Alamitos: IEEE Computer Society, 2008 - (Puuronen, S.; Pechenizkiy, M.; Tsymbal, A.; Lee, D.), s. 260-265. ISBN 978-0-7695-3165-6.
[CBMS '08. IEEE International Symposium on Computer-Based Medical Systems /21./. Jyväskylä (FI), 17.06.2008-19.06.2008]
R&D Projects: GA ČR GA201/08/0802; GA MŠMT(CZ) 1M06014
Institutional research plan: CEZ:AV0Z10300504
Keywords : estimation of risk of atherosclerosis * machine learning methods * expert systems
Subject RIV: IN - Informatics, Computer Science

New rule-based approach to estimate risk of atherosclerosis is demonstrated. The used rules were created using machine learning methods and further refined by domain expert. Using this rule-based expert system NEST, it was built a consultation module AtherEx, that helps (via Internet) a non-expert user to evaluate his atherosclerosis risk

Je popsána metoda odhadu rizika aterosklerózy založená na pravidlech. Tato pravidla byla vytvořena metodou strojového učení a zpřesněna lékařským expertem. Metoda je základem expertního systému NEST a konsultačního modelu AtherEx, který pomáhá laikům cestou Internetu odhadnout riziko aterosklerózy.
Permanent Link: http://hdl.handle.net/11104/0164779