Forecasting of Glucose Levels and Hypoglycemic Events: Head-to-Head Comparison of Linear and Nonlinear Data-Driven Algorithms Based on Continuous Glucose Monitoring Data Only

por Prendin, Francesco, Del Favero, Simone, Vettoretti, Martina, Sparacino, Giovanni, Facchinetti, Andrea
Publicado 2021

Forecasting postbariatric hypoglycaemia in patients after Roux‐en‐Y gastric bypass using model‐based algorithms fed by continuous glucose monitoring data: A proof‐of‐concept study...

por Prendin, Francesco, Cappon, Giacomo, Tripyla, Afroditi, Herzig, David, Bally, Lia, Facchinetti, Andrea
Publicado 2022

The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP

por Prendin, Francesco, Pavan, Jacopo, Cappon, Giacomo, Del Favero, Simone, Sparacino, Giovanni, Facchinetti, Andrea
Publicado 2023

Assessment of Seasonal Stochastic Local Models for Glucose Prediction without Meal Size Information under Free-Living Conditions

por Prendin, Francesco, Díez, José-Luis, Del Favero, Simone, Sparacino, Giovanni, Facchinetti, Andrea, Bondia, Jorge
Publicado 2022

Digital Solutions to Diagnose and Manage Postbariatric Hypoglycemia

por Schönenberger, Katja A., Cossu, Luca, Prendin, Francesco, Cappon, Giacomo, Wu, Jing, Fuchs, Klaus L., Mayer, Simon, Herzig, David, Facchinetti, Andrea, Bally, Lia
Publicado 2022