Analysis of Cardiac Imaging Data using Decision Tree based Parallel Genetic Programming

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  author =       "Cuong To and Tuan D. Pham",
  title =        "Analysis of Cardiac Imaging Data using Decision Tree
                 based Parallel Genetic Programming",
  booktitle =    "Proceedings of 6th International Symposium on Image
                 and Signal Processing and Analysis, ISPA 2009",
  year =         "2009",
  month =        sep,
  pages =        "317--320",
  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",
  URL =          "",
  ISSN =         "1845-5921",
  size =         "4 pages",
  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 =        " Also known as

Genetic Programming entries for Cuong Chieu To Tuan D Pham