An Ensemble Learning Algorithm Based on Dynamic Voting for Targeting the Optimal Insulin Dosage in Type 1 Diabetes Management

People with type 1 diabetes (T1D) need exogenous insulin administrations several times a day. The amount of injected insulin is key for maintaining the concentration of blood glucose (BG) within a physiological safe range. According to well-established clinical guidelines, insulin dosing at mealtime...

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Veröffentlicht in:	2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Jg. 2021; S. 1828 - 1831
Hauptverfasser:	Noaro, Giulia, Cappon, Giacomo, Sparacino, Giovanni, Facchinetti, Andrea
Format:	Tagungsbericht Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.11.2021
Schlagworte:	Algorithms Blood Glucose Blood Glucose Self-Monitoring Diabetes Mellitus, Type 1 - drug therapy Estimation Glucose Heuristic algorithms Humans Hypoglycemic Agents - therapeutic use Insulin - therapeutic use Insulin Infusion Systems Learning systems Machine Learning Medical treatment Politics
ISSN:	2694-0604, 2694-0604
Online-Zugang:	Volltext
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