Analysis of Cardiac Imaging Data using Decision Tree based Parallel Genetic Programming
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- @InProceedings{To:2009:ISPA,
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author = "Cuong To and Tuan D. Pham",
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title = "Analysis of Cardiac Imaging Data using Decision Tree
based Parallel Genetic Programming",
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booktitle = "Proceedings of 6th International Symposium on Image
and Signal Processing and Analysis, ISPA 2009",
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year = "2009",
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month = sep,
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pages = "317--320",
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keywords = "genetic algorithms, genetic programming, LogitBoost,
cardiac diagnosis, cardiac imaging, decision tree,
least square methods, linear discriminant analysis,
linear regression, logistic regression, parallel
genetic programming, single proton emission computed
tomography, support vector machine, biology computing,
cardiology, decision trees, least squares
approximations, medical image processing, parallel
programming, regression analysis, single photon
emission computed tomography, support vector machines",
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URL = "http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5297730",
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ISSN = "1845-5921",
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size = "4 pages",
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abstract = "We propose an algorithm for generating diagnostic
rules for cardiac diagnoses. Diagnostic rules are
presented in decision tree forms that are created by
genetic programming. The algorithm was tested by using
cardiac single proton emission computed tomography
images. In comparisons with other six well-known
methods including support vector machine, LogitBoost,
logistic regression, linear discriminant analysis,
linear regression and least square methods; the
proposed algorithm is superior. We also show that
parallel genetic programming can be used to improve the
performance of the proposed algorithm.",
-
notes = "http://www.isispa.org/ispa09/ Also known as
\cite{5297730}",
- }
Genetic Programming entries for
Cuong Chieu To
Tuan D Pham
Citations