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A New ANN, GRNN and RBF Neural Network for Heart Disease Diagnosis?

Journal: International Journal of Computer Science and Mobile Computing - IJCSMC (Vol.3, No. 6)

Publication Date:

Authors : ; ; ; ;

Page : 152-161

Keywords : Generalized Regression Neural Network; Radial Basis Function; Heart Disease diagnosis; Symptoms; Medicine;

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In this paper, two types of Artificial Neural Network (ANNs), Generalized Regression Neural Network (GRNN) and Radial Basis Function (RBF) have been used for heart disease to prescribe the medicine. Diagnosing the heart disease and prescribing the medicine on the basis of symptoms is a very challenging task to improve the ability of the physicians. The training capacity and medicines provided by these two techniques are compared with the original medicines provided by the heart specialist. About 300 patient’s data are collected from S.G.M.Hospital Rewa under the supervision of doctor. This study includes the detailed information about patient and preprocessing was done. The GRNN and RBF have been applied over this patient data for the outcome the medicine. The result of these evaluation show that the overall performance of RBF can be applied successfully for prescribing the medicine for the heart disease patient.

Last modified: 2014-06-14 16:24:30