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
Link To Document :
بازگشت