کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
384402 660846 2012 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Dosage planning for type 2 diabetes mellitus patients using Indexing HDMR
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Dosage planning for type 2 diabetes mellitus patients using Indexing HDMR
چکیده انگلیسی

Diabetes mellitus type 2 (T2DM), is also named as non-insulin dependent diabetes mellitus (NIDDM) or adult-onset diabetes, is a metabolic disease characterized by high blood glucose. Deficient insulin production or insulin resistance of the body are the causes of T2DM. Drug treatment has a very important role as well as exercise and diet. To keep the body sugar level stable within the accepted range values, drug dosage planning is a part of combinational treatment. In this study, Indexing HDMR method which is a multivariate data partitioning method is used to produce a polynomial based rule structure to manage the drug dosage planning process. For this purpose, 142 diabetic assays, 96 of which as training data and 46 of which as testing data, were used in this study. The Indexing HDMR method worked well in modeling drug dosages and it is obvious that the method is reliable for the purpose.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 39, Issue 8, 15 June 2012, Pages 7207–7215
نویسندگان
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