Conference Contribution

Patient-specific Glucose Metabolism Models for Model Predictive Control of T1DM Glycemia

Marzia Cescon, Rolf Johansson

Abstract

The development of a predictive control algorithm for glycaemia regulation in diabetic subjects requires patient-specific models of the glucose metabolism which are physiologically relevant, parsimonious, yet able to accurately forecast blood glucose.

Given the measured data: total plasma insulin [mIU/L]; plasma glucose [mg/dL]; plasma glucose rate of appearance after intestinal absorption [mg/kg/min], the objective was to find individualized, simple and plausible glucose-insulin interaction models suitable for exploitation in a MPC framework.


In 5th International Conference on Advanced Technologies and Treatments for Diabetes, Barcelona, Spain, January 2012.

 
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