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. 2009 Mar 1;3(2):405-7.
doi: 10.1177/193229680900300226.

Predicting postprandial glucose excursions using gaussian process regression

Predicting postprandial glucose excursions using gaussian process regression

David L Duke et al. J Diabetes Sci Technol. .
No abstract available

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Figures

Figure 1.
Figure 1.
Screen shots of glucose, meal image, and insulin injection collection applications.
Figure 2.
Figure 2.
A screen shot of the meal image nutrition analysis Web interface.
Figure 3.
Figure 3.
The Clarke error grid plot. BG, glood glucose; GP, Gaussian process.

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References

    1. The Juvenile Diabetes Research Foundation Continuous Glucose Monitoring Study Group. Continuous glucose monitoring and intensive treatment of type 1 diabetes. N Engl J Med. 2008;359(14):1464–1476. - PubMed
    1. The Diabetes Research in Children Network Study Group. Psychological aspects of continuous glucose monitoring in pediatric type 1 diabetes. Pediatr Diabetes. 2006;7(1):32–38. - PMC - PubMed
    1. Kovatchev BP, Brenton MD, Man CD, Cobelli C. In silico preclinical trials: a proof of concept in closed-loop control of type 1 diabetes. J Diabetes Sci Technol. 2009;1(3):44–55. - PMC - PubMed
    1. Hovorka R, Canonico V, Chassin LJ, Haueter U, Massi-Benedetti M, Orsini Federici M, Pieber TR, Schaller HC, Schaupp L, Vering T, Wilinska ME. Nonlinear model predictive control of glucose concentration in subjects with type 1 diabetes. Physiol Meas. 2004;25(4):905–920. - PubMed
    1. Kildegaard J, Randløv J, Poulsen JU, Hejlesen OK. The impact of non-model- related variability on blood glucose prediction. Diabetes Technol Ther. 2007;9(4):363–371. - PubMed