Blood Glucose Level Forecasting on Type-1-Diabetes Subjects during Physical Activity: A Comparative Analysis of Different Learning Techniques

Blood Glucose Level Forecasting on Type-1-Diabetes Subjects during Physical Activity: A Comparative Analysis of Different Learning Techniques

Background: Type 1 Diabetes Mellitus (T1DM) is a widespread chronic disease in industrialized countries. Preventing blood glucose levels from exceeding the euglycaemic range would reduce the incidence of diabetes-related complications and improve the quality of life of subjects with T1DM. As a conse...

Full description

Bibliographic Details
Main Authors: Benedetta De Paoli, Federico D’Antoni, Mario Merone, Silvia Pieralice, Vincenzo Piemonte, Paolo Pozzilli
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Bioengineering
Subjects:
diabetes
time series forecasting
online learning
physical activity
precision medicine
neural network
Online Access:https://www.mdpi.com/2306-5354/8/6/72

Similar Items

Similar Items