• DocumentCode
    2095445
  • Title

    The Effects of Anti-Hypertensive Drugs Evaluated Using Markov Modelling for Northern Ireland Chronic Kidney Disease Patients

  • Author

    Rainey, A. ; Cairns, K.J. ; Marshall, A.H. ; Quinn, M.P. ; Savage, G. ; Fogarty, D.

  • Author_Institution
    Centre for Stat. Sci. & Operational Res. (CenSSOR), Queens Univ., Belfast
  • fYear
    2008
  • fDate
    17-19 June 2008
  • Firstpage
    530
  • Lastpage
    535
  • Abstract
    The aim of this paper is to use Markov modelling to investigate survival for particular types of kidney patients in relation to their exposure to anti-hypertensive treatment drugs. In order to monitor kidney function an intuitive three point assessment is proposed through the collection of blood samples in relation to chronic kidney disease for Northern Ireland patients. A five state Markov model was devised using specific transition probabilities for males and females over all age groups. These transition probabilities were then adjusted appropriately using relative risk scores for the event death for different subgroups of patients. The model was built using TreeAge software package in order to explore the effects of anti-hypertensive drugs on patients.
  • Keywords
    Markov processes; diseases; drugs; kidney; medical computing; patient treatment; probability; Markov modelling; TreeAge software package; antihypertensive drugs; antihypertensive treatment drug; blood sample; chronic kidney disease patient; transition probability; Blood; Cardiac disease; Cardiovascular diseases; Drugs; Equations; Medical treatment; Patient monitoring; Performance analysis; Public healthcare; Software packages; Anti-Hypertensive Drugs; Chronic Kidney Disease; Markov Modelling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer-Based Medical Systems, 2008. CBMS '08. 21st IEEE International Symposium on
  • Conference_Location
    Jyvaskyla
  • ISSN
    1063-7125
  • Print_ISBN
    978-0-7695-3165-6
  • Type

    conf

  • DOI
    10.1109/CBMS.2008.73
  • Filename
    4562051