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
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