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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Bibliographic Details

Published in:	2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Vol. 2021; pp. 1828 - 1831
Main Authors:	Noaro, Giulia, Cappon, Giacomo, Sparacino, Giovanni, Facchinetti, Andrea
Format:	Conference Proceeding Journal Article
Language:	English
Published:	United States IEEE 01.11.2021
Subjects:	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 Access:	Get full text
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