DocumentCode :
547854
Title :
A practical approach to prescribe the amount of used insulin of diabetic patients
Author :
Mazandarani, M. ; Kamyad, A.V.
Author_Institution :
M. Sc of Electr. Eng., Ferdowsi Univ. of Mashhad, Mashhad, Iran
fYear :
2011
fDate :
17-19 May 2011
Firstpage :
1
Lastpage :
1
Abstract :
To assess of diabetes mellitus, extensive mathematical studies have been done to date. Up to now, many crisp mathematical models have described this phenomenon, but with the aim of controlling and modelling diabetes mellitus in more realistic and practical form, the models that consider most aspects of the problem should be considered. This kind of attitude to the disease can be modelling with mathematics called fuzzy mathematics. In this paper, modelling of diabetes mellitus type 2 has been studied by using IF-Then fuzzy rules based on the medical information of diabetic patients of Parsian clinic in Mashhad-Iran who were treated during October 2009-February 2010, and then by using the defuzzification method the prescribable amount of insulin to diabetic patients type 2 would be determined. This approach will provide a better control possibility of blood glucose level stability in patients despite the uncertainty in the data and information of patients due to disturbances of body system.
Keywords :
biochemistry; blood; data analysis; diseases; drugs; fuzzy logic; medical computing; patient treatment; IF-Then fuzzy rules; blood glucose level stability; body system; defuzzification method; diabetes mellitus type 2; diabetic patient type 2; disease; fuzzy mathematics; insulin; medical information; patients data; Diabetes Mellitus Type 2; Fuzzy Logic; Modeling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Engineering (ICEE), 2011 19th Iranian Conference on
Conference_Location :
Tehran
Print_ISBN :
978-1-4577-0730-8
Type :
conf
Filename :
5955744
Link To Document :
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