Estimating postprandial glucose fluxes using hierarchical Bayes modelling

Abstract A new stochastic computational method was developed to estimate the endogenous glucose production, the meal-related glucose appearance rate ( R a meal ), and the glucose disposal ( R d ) during the meal tolerance test. A prior probability distribution was adopted which assumes smooth glucos...

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Veröffentlicht in:	Computer methods and programs in biomedicine 2012-10, Vol.108 (1), p.102-112
Hauptverfasser:	Haidar, Ahmad, Potocka, Elizabeth, Boulet, Benoit, Umpleby, A. Margot, Hovorka, Roman
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Applied sciences Bayes Theorem Bayesian estimation Biological and medical sciences Blood Glucose - metabolism Computer science control theory systems Computer simulation Diabetes Mellitus, Type 2 - blood Diabetes. Impaired glucose tolerance Endocrine pancreas. Apud cells (diseases) Endocrinopathies Estimates Etiopathogenesis. Screening. Investigations. Target tissue resistance Exact sciences and technology Fluxes Glucose Glucose flux Glucose tracer Humans Internal Medicine Likelihood Functions Logical, boolean and switching functions Mathematical modelling Mathematical models Meal tolerance test Meals Medical sciences Models, Theoretical Other Postprandial Period Production methods Theoretical computing
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