G2P2C — A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes

Developing diagnostic and treatment solutions for medical applications is often challenging due to the complex dynamics, partial observability, high inter- and intra-population variability, and the presence of unknown delays and disturbances. A characteristic case is the control of glucose concentra...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Biomedical signal processing and control Jg. 90; S. 105839
Hauptverfasser:	Hettiarachchi, Chirath, Malagutti, Nicolo, Nolan, Christopher J., Suominen, Hanna, Daskalaki, Elena
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.04.2024
Schlagworte:	Algorithms Control systems Diabetes mellitus, Type 1 Insulin infusion systems Pancreas, artificial Reinforcement learning Control systems Diabetes mellitus, Type 1 Algorithms Pancreas, artificial Insulin infusion systems Reinforcement learning
ISSN:	1746-8094, 1746-8108
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!