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Sensitivity Analysis in Systems Biology Modelling and Its Application to a Multi Scale Model of Blood Glucose Homeostasis by Thomas Sumner

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Sensitivity Analysis in Systems Biology Modelling and Its Application to a Multi Scale Model of Blood Glucose Homeostasis written by Thomas Sumner . This is an other great mathematics book cover the following topics of complex number.

  • 1. Introduction
    Systems Biology, Research Area, Context, Report Overview

  • 2. Applications of Sensitivity Analysis in Systems Biology
    Introduction, Metabolic Control Analysis, Local Sensitivity Analysis, Global Sensitivity Analysis, Regionalized Sensitivity Analysis, Cross Scale Sensitivity Analysis, Conclusions

  • 3. Multi-Scale Modelling of Blood Glucose Homeostasis
    Introduction, Glucose Homeostasis, The Composite Model, The Insulin Signalling Pathway, Modelling the Insulin Signalling Pathway, Discussion

  • 4. Global Sensitivity Analysis of Time Dependent Model Outputs
    Introduction, Basis Set Expansion of Functional Data, Variance Based Sensitivity Analysis, Screening Methods, Discussion and Conclusions

  • 5. Sensitivity Analysis of Composite Biological Models
    Introduction, Group Sensitivity Analysis, Intra and Inter-Sensitivity Analysis, Discussion and Conclusions

  • 6. Sensitivity Analysis of a Composite Model of Blood Glucose Regulation
    Introduction, Behaviour of the Model at the Nominal Parameter Point, Defining Parameter Distributions, Group Sensitivity Analysis, Individual Parameter Sensitivity Analysis, Discussion

  • 7. Conclusions
    The Use of Sensitivity Analysis in Systems Biology, Contributions, Directions for Future Research

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