• DocumentCode
    2565137
  • Title

    A non-invasive approach to predict risk in dengue hemorrhagic fever (DHF) using bioelectrical impedance analysis

  • Author

    Abdul Rahim, H. ; Shair, E.F. ; Taib, M.N.

  • Author_Institution
    Dept. of Control & Instrum. Eng., Univ. Teknol. Malaysia, Skudai, Malaysia
  • fYear
    2009
  • fDate
    18-19 Nov. 2009
  • Firstpage
    44
  • Lastpage
    47
  • Abstract
    The purpose of this study was to validate a single BIA for predicting the risk in DHF in dengue patients in the Hospital Universiti Kebangsaan Malaysia (HUKM). The BIA technique based on the passing of low-amplitude electrical current less than 1 mA (500 to 800μA) with frequency 50kHz. During hospitalization, 210 patients who are 119 males and 91 females serologically confirmed DF and DHF patients were tested using single BIA. By using multiple regression analysis, race, reactance, complication, headache and the day of fever were found independent determinants of predicting the risk. Hence, this novel approach of BIA technique can provide rapid, non-invasive, and promising method for classifying and evaluating the status of the DHF patients.
  • Keywords
    bioelectric phenomena; diseases; electric impedance imaging; microorganisms; regression analysis; risk analysis; DHF; DHF patients; bioelectrical impedance analysis; dengue hemorrhagic fever; multiple regression analysis; multivariate analysis; non-invasive approach; Bioelectric phenomena; Capacitive sensors; Electric shock; Hemorrhaging; Immune system; Impedance; Plasmas; Risk analysis; Skin; Testing; bioelectrical impedance; dengue fever; dengue hemorrhagic; modeling; multivariate analysis; risk;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Image Processing Applications (ICSIPA), 2009 IEEE International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-5560-7
  • Type

    conf

  • DOI
    10.1109/ICSIPA.2009.5478694
  • Filename
    5478694