• DocumentCode
    2379831
  • Title

    Deduction research on syndromes diagnosis of TCM Inquiry for Cardiovascular Diseases based on RBF nerve network

  • Author

    Xu, Zhao-Xia ; Wang, Yi-Qin ; Liu, Guo-Ping ; Xu, Jin ; Guo, Rui ; Yan, Hai-Xia ; Li, Fu-Feng ; Hong, Yu-jian ; Yan, Jian-jun ; Xia, Chun-ming

  • Author_Institution
    Shanghai Univ. of Traditional Chinese Med., Shanghai, China
  • fYear
    2010
  • fDate
    18-18 Dec. 2010
  • Firstpage
    678
  • Lastpage
    681
  • Abstract
    In this study, we collected cases by means of uniform Information- Collection Scale of Inquiry Diagnosis for Cardiovascular Diseases in TCM. The diagnostic criteria were established, and each case was interpreted by associate chief physician or senior doctor. The value “1 or 0” was assigned to “with or without” information. By using Epidate 3.1, the information collected was entered by two persons and twice each, and the database was established. Dialectical deduction research of inquiry diagnosis for cardiovascular diseases on the basis of RBF nerve network was conducted. The RBF nerve network parameters were determined after many experiments: (1) velocity was between 0.1-5; (2) target error was 0.00001. The result showed that the overall precision rate was as high as 88.86% for identification of syndromes of cardiovascular diseases in TCM on the basis of RBF nerve network. The precision rate for RBF nerve network to recognize syndromes of TCM was rather high, which could provide theoretical and technical support for the objectivity and standardization study of syndromes of TCM.
  • Keywords
    blood vessels; cardiology; diseases; medical computing; neural nets; patient diagnosis; radial basis function networks; Epidate 3.1; RBF nerve network; TCM; cardiovascular diseases; diagnostic criteria; dialectical deduction; inquiry diagnosis information collection scale; neural network parameters; syndrome diagnosis; traditional Chinese medicine; Cardiovascular Diseases; RBF Nerve Network; Syndromes Diagnosis; TCM Inquiry;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine Workshops (BIBMW), 2010 IEEE International Conference on
  • Conference_Location
    Hong, Kong
  • Print_ISBN
    978-1-4244-8303-7
  • Electronic_ISBN
    978-1-4244-8304-4
  • Type

    conf

  • DOI
    10.1109/BIBMW.2010.5703887
  • Filename
    5703887