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

Cescon, Marzia LU and Johansson, Rolf LU (2012) 5th International Conference on Advanced Technologies and Treatments for Diabetes, 2012
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.
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author
organization
publishing date
type
Contribution to conference
publication status
published
subject
conference name
5th International Conference on Advanced Technologies and Treatments for Diabetes, 2012
project
DIAdvisor
language
English
LU publication?
yes
id
0640d078-be41-4860-9cea-706569dfd12d (old id 2292369)
date added to LUP
2012-01-12 14:51:56
date last changed
2016-06-28 15:15:12
@misc{0640d078-be41-4860-9cea-706569dfd12d,
  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.<br/><br>
<br/><br>
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.},
  author       = {Cescon, Marzia and Johansson, Rolf},
  language     = {eng},
  title        = {Patient-specific Glucose Metabolism Models for Model Predictive Control of T1DM Glycemia},
  year         = {2012},
}