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Modeling of Diabetes and Its Clinical Impact.

Katharina FritzenLutz HeinemannOliver Schnell
Published in: Journal of diabetes science and technology (2018)
Understanding all aspects of diabetes treatment is hindered by the complexity of this chronic disease and its multifaceted complications and comorbidities, including social and financial impacts. In vivo studies as well as clinical trials provided invaluable information for unraveling not only metabolic processes but also risk estimations of, for example, complications. These approaches are often time- and cost-consuming and have frequently been supported by simulation models. Simulation models provide the opportunity to investigate diabetes treatment from additional viewpoints and with alternative objectives. This review presents selected models focusing either on metabolic processes or risk estimations and financial outcomes to provide a basic insight into this complex subject. It also discusses opportunities and challenges of modeling diabetes.
Keyphrases
  • type diabetes
  • glycemic control
  • cardiovascular disease
  • clinical trial
  • healthcare
  • risk factors
  • mental health
  • adipose tissue
  • young adults
  • insulin resistance
  • virtual reality
  • health insurance