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    Glucose-Insulin Dynamics: a grey-box analogy

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    Abstract - SIMC Conference paper, 2019 (88.12Kb)
    Date
    2019-08
    Author
    Omwenga, Vincent
    Madhumati, Vaishnav
    Vinay, Chauhan
    Krishnaswamy, Patnam
    Srikanta, Sathyanarayan
    Navakant, Bhat
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    Abstract
    Regulating plasma glucose levels for both type I and type Il diabetic patients is a challenging task. Understanding the effects of meals taken, the physical exercises and stress levels will contribute significantly to the overall management of the plasma glucose levels. This paper provides an extension of the Bergman Minimal model to represent twelve-compartmental models associated with meals taken, physical exercises and stress levels interactions within a semi-closed loop system using Stochastic Differential Equations (SDE). The mathematical modelling is constructed following the Grey-box model analogy as applied on an identifiable patient. Obtained results from the study demonstrates the predictive capability of the model to be good and its sensitivity is enhanced with increased dataset.
    URI
    http://hdl.handle.net/11071/11859
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    • SIMC 2019 [99]

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