• DocumentCode
    3126271
  • Title

    Heart diseases diagnosis using neural network

  • Author

    Patel, Ankeeta R. ; Joshi, Mandar M.

  • Author_Institution
    EC Dept., SCET, Surat, India
  • fYear
    2013
  • fDate
    4-6 July 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Neural network based systems have been used in past years in medical diagnosis applications because of their ability to learn human expertise and to utilize this knowledge for segregation. In this paper, neural based system is developed for heart diseases classification. The proposed system transforms sensor inputs to stroke stage classification. Multi layer feed forward network with back propagation learning algorithm is used. With a view to ascertain the efficacy of proposed system, performance is compared to other neural (system) based approaches. Simulation results show robustness of proposed system in all kind of test data given.
  • Keywords
    backpropagation; cardiology; diseases; medical diagnostic computing; multilayer perceptrons; backpropagation learning; heart diseases classification; heart diseases diagnosis; medical diagnosis application; multilayer feedforward network; neural based system; neural network; stroke stage classification; Diseases; Heart; Medical diagnostic imaging; Neural networks; Simulation; Standards; Training; Supervised learning; classification; neural network; normalization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing, Communications and Networking Technologies (ICCCNT),2013 Fourth International Conference on
  • Conference_Location
    Tiruchengode
  • Print_ISBN
    978-1-4799-3925-1
  • Type

    conf

  • DOI
    10.1109/ICCCNT.2013.6726740
  • Filename
    6726740