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15th IEEE Symposium on Computer-Based Medical Systems (CBMS'02)
Searching for ew Patterns in Cardiovascular Data
Maribor, Slovenia
June 04-June 07
ISBN: 0-7695-1614-9
ASCII Text
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Vili Podgorelec, Peter Kokol, Milojka Molan Stiglic, "Searching for ew Patterns in Cardiovascular Data," Computer-Based Medical Systems, IEEE Symposium on, pp. 111, 15th IEEE Symposium on Computer-Based Medical Systems (CBMS'02), 2002.
 
 
BibTex
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@article{ 10.1109/CBMS.2002.1011363,
author = {Vili Podgorelec and Peter Kokol and Milojka Molan Stiglic},
title = {Searching for ew Patterns in Cardiovascular Data},
journal ={Computer-Based Medical Systems, IEEE Symposium on},
volume = {0},
year = {2002},
issn = {1063-7125},
pages = {111},
doi = {http://doi.ieeecomputersociety.org/10.1109/CBMS.2002.1011363},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Computer-Based Medical Systems, IEEE Symposium on
TI - Searching for ew Patterns in Cardiovascular Data
SN - 1063-7125
SP
EP
A1 - Vili Podgorelec,
A1 - Peter Kokol,
A1 - Milojka Molan Stiglic,
PY - 2002
KW - null
VL - 0
JA - Computer-Based Medical Systems, IEEE Symposium on
ER -
 
Vili Podgorelec, University of Maribor
Peter Kokol, University of Maribor
Milojka Molan Stiglic, Maribor Teaching Hospital
We study the new approach to rules induction from medical datasets with the help of physicians ?assessment of the progressing solution in order to find new patterns in the available data.The method for automatic extraction of rules is presented that is based on the evolutionary induction of decision trees and automatic programming.The method is applied to a cardiovascular database, several sets of rules are induced upon different groups of attributes which should possibly reveal the presence of some specific cardiovascular problems in young patients.The obtained rules are assessed by a physician to evaluate the strength of the developed knowledge discovery method.
Citation:
Vili Podgorelec, Peter Kokol, Milojka Molan Stiglic, "Searching for ew Patterns in Cardiovascular Data," cbms, pp.111, 15th IEEE Symposium on Computer-Based Medical Systems (CBMS'02), 2002
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