Utility of Big Data in Predicting Short-Term Blood Glucose Levels in Type 1 Diabetes Mellitus Through Machine Learning Techniques

Machine learning techniques combined with wearable electronics can deliver accurate short-term blood glucose level prediction models. These models can learn personalized glucose−insulin dynamics based on the sensor data collected by monitoring several aspects of the physiological condition...

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Bibliographic Details
Main Authors: Ignacio Rodríguez-Rodríguez, Ioannis Chatzigiannakis, José-Víctor Rodríguez, Marianna Maranghi, Michele Gentili, Miguel-Ángel Zamora-Izquierdo
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/20/4482