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

In English

Författare

Summary, in English

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.

Publiceringsår

2012

Språk

Engelska

Dokumenttyp

Konferensbidrag

Ämne

  • Control Engineering

Conference name

5th International Conference on Advanced Technologies and Treatments for Diabetes, 2012

Conference date

2012-02-08 - 2012-02-11

Conference place

Barcelona, Spain

Status

Published

Projekt

  • DIAdvisor

Forskningsgrupp

  • LCCC