Bayesian analysis of Glucose dynamics during the Oral Glucose Tolerance Test (OGTT)
نویسندگان
چکیده
This paper proposes a model that considers the action and timing of insulin glucagon in glucose homeostasis after an oral stimulus. We use Bayesian paradigm to infer kinetic rates, namely secretion, gastrointestinal emptying, basal concentration blood. identify two scores related both blood tract. The allow us suggest classification for individuals with impaired sensitivity.
منابع مشابه
Prediction of Glucose Tolerance without an Oral Glucose Tolerance Test
Introduction Impaired glucose tolerance (IGT) is diagnosed by a standardized oral glucose tolerance test (OGTT). However, the OGTT is laborious, and when not performed, glucose tolerance cannot be determined from fasting samples retrospectively. We tested if glucose tolerance status is reasonably predictable from a combination of demographic, anthropometric, and laboratory data assessed at one ...
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ژورنال
عنوان ژورنال: Mathematical Biosciences and Engineering
سال: 2021
ISSN: ['1547-1063', '1551-0018']
DOI: https://doi.org/10.3934/mbe.2021235