PRENDIN, FRANCESCO
PRENDIN, FRANCESCO
Dipartimento di Ingegneria dell'Informazione - DEI
A Correction Insulin Bolus Delivery Strategy for Decision Support Systems in Type 1 Diabetes
2021 Cappon, Giacomo; Pighin, Emanuele; Prendin, Francesco; Sparacino, Giovanni; Facchinetti, Andrea
A Deep-Learning Based Algorithm for the Management of Hyperglycemia in Type 1 Diabetes Therapy
2023 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
A personalized and interpretable deep learning based approach to predict blood glucose concentration in type 1 diabetes
2020 Cappon, G.; Meneghetti, L.; Prendin, F.; Pavan, J.; Sparacino, G.; Del Favero, S.; Facchinetti, A.
A Predictive Algorithm for the Administration of Corrective Insulin Bolus for Decision Support Systems in Type 1 Diabetes
2022 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Facchinetti, Andrea
A preventive algorithm for the generation of post-prandial corrective insulin boluses in type 1 diabetes therapy
2023 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Facchinetti, Andrea
Algorithm based on the "dynamic risk" concept allows ahead-of-time suggestion of corrective insulin boluses in type 1 diabetes therapies employing continuous glucose monitors
2023 Pellizzari, E.; Prendin, F.; Cappon, G.; Sparacino, G.; Facchinetti, A.
Assessment of Seasonal Stochastic Local Models for Glucose Prediction without Meal Size Information under Free-Living Conditions
2022 Prendin, Francesco; Díez, José-Luis; Del Favero, Simone; Sparacino, Giovanni; Facchinetti, Andrea; Bondia, Jorge
Characterization and prediction of postbariatric hypoglycemia from continuous glucose monitoring data
2023 Prendin, F.; Herzig, D.; Tripyla, A.; Cappon, G.; Bally, L.; Facchinetti, and A.
Combined Use of Glucose-Specific Model Identification and Alarm Strategy Based on Prediction-Funnel to Improve Online Forecasting of Hypoglycemic Events
2022 Faccioli, S.; Prendin, F.; Facchinetti, A.; Sparacino, G.; Del Favero, S.
Digital Solutions to Diagnose and Manage Postbariatric Hypoglycemia
2022 Schonenberger, K. A.; Cossu, L.; Prendin, F.; Cappon, G.; Wu, J.; Fuchs, K. L.; Mayer, S.; Herzig, D.; Facchinetti, A.; Bally, L.
drCORRECT: An Algorithm for the Preventive Administration of Postprandial Corrective Insulin Boluses in Type 1 Diabetes Management
2023 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
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
2021 Prendin, F.; Del Favero, S.; Vettoretti, M.; Sparacino, G.; Facchinetti, A.
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
2022 Prendin, Francesco; Cappon, Giacomo; Tripyla, Afroditi; Herzig, David; Bally, Lia; Facchinetti, Andrea
Individualized Models for Glucose Prediction in Type 1 Diabetes: Comparing Black-box Approaches To a Physiological White-box One
2023 Cappon, Giacomo; Prendin, Francesco; Facchinetti, Andrea; Sparacino, Giovanni; Favero, Simone Del
Nutritional strategies for correcting low glucose values in patients with postbariatric hypoglycaemia: A randomized controlled three-arm crossover trial
2023 Schönenberger, Katja A; Ferreira, Antonio; Stebler, Céline; Prendin, Francesco; Gawinecka, Joanna; Nakas, Christos T; Mühlebach, Stefan; Stanga, Zeno; Facchinetti, Andrea; Herzig, David; Bally, Lia
Personalized machine learning algorithm based on shallow network and error imputation module for an improved blood glucose prediction
2020 Pavan, J.; Prendin, F.; Meneghetti, L.; Cappon, G.; Sparacino, G.; Facchinetti, A.; Del Favero, S.
Prediction of blood glucose concentrations and hypoglycemic events in Type 1 Diabetes by linear and nonlinear algorithms
2023 Prendin, Francesco
Relationship Between Symptom Perception and Postprandial Glycemic Profiles in Patients With Postbariatric Hypoglycemia After Roux-en-Y Gastric Bypass Surgery
2023 Tripyla, Afroditi; Ferreira, Antonio; Schönenberger, Katja A; Näf, Noah H; Inderbitzin, Lukas E; Prendin, Francesco; Cossu, Luca; Cappon, Giacomo; Facchinetti, Andrea; Herzig, David; Bally, Lia
The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP
2023 Prendin, F.; Pavan, J.; Cappon, G.; Del Favero, S.; Sparacino, G.; Facchinetti, A.