Glucose-insulin dynamics: a grey-box analogy
نویسندگان
چکیده
Regulating plasma glucose levels for both type I and II diabetic patients is a challenging task. Understanding the effects of meals taken, physical exercises stress will contribute significantly to overall management levels. This paper provides an extension Bergman minimal model represent 12-compartmental models associated with interactions within semi-closed loop system using stochastic differential equations (SDE). The mathematical modelling constructed following grey-box analogy as applied on identifiable patient. Obtained results from study demonstrate predictive capability be good its sensitivity enhanced increased dataset.
منابع مشابه
Glucose–Insulin Dynamics Modeling
CONTENTS 8.1 Background................................................................................................ 220 8.1.1 History and Prevalence of Diabetes .......................................... 220 8.1.2 Blood Glucose Regulation ........................................................... 220 8.1.3 Classification of Diabetes ............................................................
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ژورنال
عنوان ژورنال: International Journal of Computer Aided Engineering and Technology
سال: 2022
ISSN: ['1757-2657', '1757-2665']
DOI: https://doi.org/10.1504/ijcaet.2022.126598