• DocumentCode
    2135587
  • Title

    Drug use model investigation based on BP neural network and decision tree

  • Author

    Xudong Wu ; Bingxiang Liu

  • Author_Institution
    Jiangxi Inst. of Ceramics & Arts, Jingdezhen, China
  • fYear
    2012
  • fDate
    16-18 Oct. 2012
  • Firstpage
    963
  • Lastpage
    965
  • Abstract
    This paper takes one thousand records of some medical information system for example, makes data mining according to patients´ data record about drug selection, uses BP neural network and decision tree method respectively to have model building and finds the best medicine fits for this kind of disease. The results of the experiment validate the method´s feasibility and validity and provide reference frame to assist doctor to use medicine.
  • Keywords
    backpropagation; data mining; decision trees; drugs; inference mechanisms; medical computing; neural nets; BP neural network; backpropagation neural network; data mining; decision tree method; drug use model; medical information system; medicine; patient data record; BP neural network; decision tree; medicine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4673-1183-0
  • Type

    conf

  • DOI
    10.1109/BMEI.2012.6513076
  • Filename
    6513076