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.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/2292369
- author
- Cescon, Marzia
LU
and Johansson, Rolf
LU
- organization
- publishing date
- 2012
- type
- Contribution to conference
- publication status
- published
- subject
- conference name
- 5th International Conference on Advanced Technologies and Treatments for Diabetes, 2012
- conference location
- Barcelona, Spain
- conference dates
- 2012-02-08 - 2012-02-11
- project
- DIAdvisor
- language
- English
- LU publication?
- yes
- additional info
- key=ces_joh2011attd
- id
- 0640d078-be41-4860-9cea-706569dfd12d (old id 2292369)
- date added to LUP
- 2016-04-04 14:37:36
- date last changed
- 2019-03-08 02:42:02
@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}},
url = {{https://lup.lub.lu.se/search/files/6403840/2292392.pdf}},
year = {{2012}},
}