On the Possibility of Predicting Glycaemia ‘On the Fly’ with Constrained IoT Devices in Type 1 Diabetes Mellitus Patients

On the Possibility of Predicting Glycaemia ‘On the Fly’ with Constrained IoT Devices in Type 1 Diabetes Mellitus Patients

Type 1 Diabetes Mellitus (DM1) patients are used to checking their blood glucose levels several times per day through finger sticks and, by subjectively handling this information, to try to predict their future glycaemia in order to choose a proper strategy to keep their glucose levels under control...

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Bibliographic Details
Main Authors: Ignacio Rodríguez-Rodríguez, José-Víctor Rodríguez, Ioannis Chatzigiannakis, Miguel Ángel Zamora Izquierdo
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Sensors
Subjects:
continuous glucose monitoring
wearable devices
constrained devices
time series forecasting
machine learning
Online Access:https://www.mdpi.com/1424-8220/19/20/4538

Internet

https://www.mdpi.com/1424-8220/19/20/4538

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