• DocumentCode
    534737
  • Title

    Apply grey system theory in the factor weighting analysis of liver function

  • Author

    Wen, Kun-Li ; Liu, Wei-Ling ; You, Mei-Li ; Lee, Bih-Yun

  • Author_Institution
    Dept. of Electr. Eng., Chienkuo Technol. Univ., Changhua, Taiwan
  • Volume
    2
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    768
  • Lastpage
    772
  • Abstract
    This paper is mainly a continuation of the previous study, which is based on an assessment of liver function and verifies the results. First of all, we use the grey relational grade in grey system theory and integrate the numerical results of the examiner. And then, the influence factors of liver function toward weighting value are derived by GM(0,N) weight analysis model. In addition, by using software, toolbox concept and the powerful function of software application, that is based on a relevant measuring model and weighting model to develop a toolbox and to achieve a practical setting and academic research. The paper mainly does an in-depth analysis on liver function diagnosis. In order to achieve the purpose, we first refer to the relevant regulation of Department of Health and decide the analyzed influence factors of diagnosis. In addition, we suggest five influence factors according to the past researches and the current medical analysis factors. In order to explore the nature of each factor, the expected input data is over 300 cases. Secondly, we make use of four grey relational grade in grey system theory to convert a subjective judgment into an objective way of quantitative value, and get the mean as the output of weighting analysis. Then, the influence factors of liver function toward system´s objective weighting are derived by means of GM(0, N) weighting analysis model. During the setting period, we also develop a Matlab toolbox and support with lots of calculation and complicate mathematical calculation due to the mutual influence of objects data. In addition to complete a medical assistance platform of the objective intelligent liver function evaluation, we continuously pile up the evaluation software of medical system.
  • Keywords
    bioinformatics; data analysis; grey systems; health care; liver; mathematical analysis; medical computing; medical diagnostic computing; patient diagnosis; Matlab toolbox concept; data analysis; department of health regulation; factor weighting analysis; grey system theory; liver function diagnosis; mathematics model; medical analysis factor; software application; Computers; Equations; Hospitals; Liver diseases; Mathematical model; Testing; GM(0,N); Grey relational grade; Influence factor; Liver function; Toolbox; Weighting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6495-1
  • Type

    conf

  • DOI
    10.1109/BMEI.2010.5639963
  • Filename
    5639963