Literature DB >> 16848132

A fuzzy model of glucose regulation.

Em Ward1, Terry Martin.   

Abstract

We present a detailed glucose regulation model using fuzzy inference system (FIS) descriptions of hormonal control action and the familiar Michaelis-Menten (M-M) kinetic description for glucose transport. The fuzzy M-M model is compared and contrasted with a well-known comprehensive glucose model. The two models give similar results for glucose response, endogenous glucose production, and total uptake. The fuzzy M-M model features a renal subsystem that provides 25% of the endogenous glucose production. The work demonstrates the successful application of fuzzy logic and fuzzy inference to biological modelling. The flexibility of fuzzy inference, a linguistic description technique, permits conceptually simple statements about nonlinear processes.

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Year:  2006        PMID: 16848132     DOI: 10.1007/s10916-005-7983-2

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  53 in total

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Authors:  P R Shepherd; B B Kahn
Journal:  N Engl J Med       Date:  1999-07-22       Impact factor: 91.245

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Journal:  Sci Am       Date:  1992-01       Impact factor: 2.142

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Journal:  Diabetes       Date:  1974-05       Impact factor: 9.461

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Journal:  Horm Metab Res       Date:  1972-11       Impact factor: 2.936

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Journal:  Med Biol Eng Comput       Date:  1983-07       Impact factor: 2.602

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Journal:  Diabetes       Date:  1995-04       Impact factor: 9.461

Review 8.  Molecular actions of insulin on glucose transport.

Authors:  M P Czech
Journal:  Annu Rev Nutr       Date:  1995       Impact factor: 11.848

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Authors:  R A Rizza; J E Gerich
Journal:  J Clin Endocrinol Metab       Date:  1979-02       Impact factor: 5.958

10.  Glucose transporter protein expression in human placenta throughout gestation and in intrauterine growth retardation.

Authors:  T Jansson; M Wennergren; N P Illsley
Journal:  J Clin Endocrinol Metab       Date:  1993-12       Impact factor: 5.958

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  1 in total

1.  Specification and Verification of Medical Monitoring System Using Petri-nets.

Authors:  Negar Majma; Seyed Morteza Babamir
Journal:  J Med Signals Sens       Date:  2014-07
  1 in total

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