A practical approach based on learning-based model predictive control with minimal prior knowledge of patients for artificial pancreas

•Minimal information of patients can be complemented by clinical knowledge.•Our learning-based MPC is concise but effective to reflect variability.•Trials-and-errors should be reduced and can be avoided.•Our approach can be utilized in the do-it-your-self artificial pancreas. Complete identification...

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Veröffentlicht in:	Computer methods and programs in biomedicine 2023-10, Vol.240, p.107694-107694, Article 107694
Hauptverfasser:	Lim, Min Hyuk, Kim, Sungwan
Format:	Artikel
Sprache:	eng
Schlagworte:	Blood glucose control Closed-loop system Minimal prior tests Model predictive control Type 1 diabetes mellitus
Online-Zugang:	Volltext
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