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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Vydané v:	2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Ročník 2021; s. 1828 - 1831
Hlavní autori:	Noaro, Giulia, Cappon, Giacomo, Sparacino, Giovanni, Facchinetti, Andrea
Médium:	Konferenčný príspevok.. Journal Article
Jazyk:	English
Vydavateľské údaje:	United States IEEE 01.11.2021
Predmet:	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
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