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2008 21st IEEE International Symposium on Computer-Based Medical Systems
Atherosclerosis Risk Assessment using Rule-Based Approach
June 17-June 19
ISBN: 978-0-7695-3165-6
ASCII Text
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Petr Berka, Marie Tomeckov?, "Atherosclerosis Risk Assessment using Rule-Based Approach," Computer-Based Medical Systems, IEEE Symposium on, pp. 260-265, 2008 21st IEEE International Symposium on Computer-Based Medical Systems, 2008.
 
 
BibTex
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@article{ 10.1109/CBMS.2008.13,
author = {Petr Berka and Marie Tomeckov?},
title = {Atherosclerosis Risk Assessment using Rule-Based Approach},
journal ={Computer-Based Medical Systems, IEEE Symposium on},
volume = {0},
year = {2008},
issn = {1063-7125},
pages = {260-265},
doi = {http://doi.ieeecomputersociety.org/10.1109/CBMS.2008.13},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Computer-Based Medical Systems, IEEE Symposium on
TI - Atherosclerosis Risk Assessment using Rule-Based Approach
SN - 1063-7125
SP260
EP265
A1 - Petr Berka,
A1 - Marie Tomeckov?,
PY - 2008
KW - atherosclerosis
KW - expert systems
KW - rule induction
VL - 0
JA - Computer-Based Medical Systems, IEEE Symposium on
ER -
 
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.
Index Terms:
atherosclerosis, expert systems, rule induction
Citation:
Petr Berka, Marie Tomeckov?, "Atherosclerosis Risk Assessment using Rule-Based Approach," cbms, pp.260-265, 2008 21st IEEE International Symposium on Computer-Based Medical Systems, 2008
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