Identifiability of Control-Oriented Glucose-Insulin Linear Models: Review and Analysis

One of the main challenges of glucose control in patients with type 1 diabetes is identifying a control-oriented model that reliably predicts the behavior of glycemia. Here, a review is provided emphasizing the structural identifiability and observability properties, which surprisingly reveals that...

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Veröffentlicht in:	IEEE access 2021, Vol.9, p.69173-69188
Hauptverfasser:	Hoyos, J. D., Villa-Tamayo, M. F., Builes-Montano, C. E., Ramirez-Rincon, A., Godoy, J. L., Garcia-Tirado, J., Rivadeneira, P. S.
Format:	Artikel
Sprache:	eng
Schlagworte:	Analytical models biomedical systems Data collection Data models Diabetes Glucose Glucose dynamics identifiability Insulin Mathematical model model identification Pancreas practical indentifiability Prediction models Predictive control Predictive models
Online-Zugang:	Volltext
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