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Description
  • 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.
  • 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. (en)
Title
  • Atherosclerosis Risk Assessment Using Rule-Based Approach
  • Atherosclerosis Risk Assessment Using Rule-Based Approach (en)
skos:prefLabel
  • Atherosclerosis Risk Assessment Using Rule-Based Approach
  • Atherosclerosis Risk Assessment Using Rule-Based Approach (en)
skos:notation
  • RIV/67985807:_____/09:00337509!RIV10-MSM-67985807
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1M06014), P(GA201/08/0802), Z(AV0Z10300504), Z(MSM6138439910)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 304317
http://linked.open...ai/riv/idVysledku
  • RIV/67985807:_____/09:00337509
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • expert systems; data mining; atherosclerosis (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [34F66EDF19EA]
http://linked.open...i/riv/mistoVydani
  • Berlin
http://linked.open...vEdiceCisloSvazku
  • Studies in Computational Intelligence, 223
http://linked.open...i/riv/nazevZdroje
  • Advances in Data Management
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...v/pocetStranKnihy
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Tomečková, Marie
  • Berka, Petr
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-02189-3
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