Learning Carbohydrate Digestion and Insulin Absorption Curves Using Blood Glucose Level Prediction and Deep Learning Models

Learning Carbohydrate Digestion and Insulin Absorption Curves Using Blood Glucose Level Prediction and Deep Learning Models

Type 1 diabetes is a chronic disease caused by the inability of the pancreas to produce insulin. Patients suffering type 1 diabetes depend on the appropriate estimation of the units of insulin they have to use in order to keep blood glucose levels in range (considering the calories taken and the phy...

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Bibliographic Details
Main Authors: Mario Muñoz-Organero, Paula Queipo-Álvarez, Boni García Gutiérrez
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
type 1 diabetics
glucose estimation
long short-term memory (LSTM)
deep learning
insulin absorption
carbohydrate digestion
Online Access:https://www.mdpi.com/1424-8220/21/14/4926

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https://www.mdpi.com/1424-8220/21/14/4926

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