Development of a multi-parametric model predictive control algorithm for insulin delivery in type 1 diabetes mellitus using clinical parameters

A multi-parametric model predictive control (mpMPC) algorithm for subcutaneous insulin delivery for individuals with type 1 diabetes mellitus (T1DM) that is computationally efficient, robust to variations in insulin sensitivity, and involves minimal burden for the user is proposed. System identifica...

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Bibliographic Details
Published in:	Journal of process control Vol. 21; no. 3; pp. 391 - 404
Main Authors:	Percival, M.W., Wang, Y., Grosman, B., Dassau, E., Zisser, H., Jovanovič, L., Doyle, F.J.
Format:	Journal Article
Language:	English
Published:	England Elsevier Ltd 01.03.2011
Subjects:	Biomedical control Insulin delivery Multi-parametric model predictive control Type 1 diabetes mellitus T1DM FDA CF Multi-parametric model predictive control BG Biomedical control CGM CHO IV CSII SC IIT ICR Insulin delivery Type 1 diabetes mellitus
ISSN:	0959-1524, 1873-2771
Online Access:	Get full text
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