DEL FAVERO, SIMONE
DEL FAVERO, SIMONE
Dipartimento di Ingegneria dell'Informazione - DEI
A strategy based on integer programming for optimal dosing and timing of preventive hypoglycemic treatments in type 1 diabetes management
2024 Pavan, J.; Noaro, G.; Facchinetti, A.; Salvagnin, D.; Sparacino, G.; Del Favero, S.
Risk of hypoglycemia in type 1 diabetes management: An in-silico sensitivity analysis to assess and rank the quantitative impact of different behavioral factors
2024 Roversi, Chiara; Nunzio, Camerlingo; Vettoretti, Martina; Facchinetti, Andrea; Choudhary, Pratik; Sparacino, Giovanni; Del Favero, Simone
Supervised and Unsupervised Approaches for the Real-Time Detection of Undesired Insulin Suspension Caused by Malfunctions
2024 Idi, Elena; Facchinetti, Andrea; Sparacino, Giovanni; Del Favero, Simone
Unsupervised Retrospective Detection of Pressure Induced Failures in Continuous Glucose Monitoring Sensors for T1D Management
2024 Idi, Elena; Manzoni, Eleonora; Facchinetti, Andrea; Sparacino, Giovanni; Favero, Simone Del
A Markov Model of Gap Occurrence in Continuous Glucose Monitoring Data for Realistic in Silico Clinical Trials
2023 Vettoretti, Martina; Drecogna, Martina; Del Favero, Simone; Facchinetti, Andrea; Sparacino, Giovanni
An Adaptive Model Predictive Controller to Address the Biovariability in Blood Clotting Response During Therapy With Warfarin
2023 Faggionato, E.; Guazzo, A.; Pegolo, E.; Carli, R.; Bruschetta, M.; DEL FAVERO, Simone
Bayesian denoising algorithm dealing with colored, non-stationary noise in continuous glucose monitoring timeseries
2023 Camerlingo, N.; Siviero, I.; Vettoretti, M.; Sparacino, G.; Del Favero, S.; Facchinetti, A.
Clinical evaluation of a decision support system for glucose infusion in hypoglycaemic clamp experiments
2023 Pavan, J.; Herzig, D.; Tripyla, A.; Dalla Man, C.; Bally, L.; Del Favero, S.
Comparing Different Individualized Black-Box Models for Insulin Pump Faults Detection on Artificial Pancreas Data
2023 Manzoni, Eleonora; DEL FAVERO, Simone
Counter-regulatory responses to postprandial hypoglycaemia in patients with post-bariatric hypoglycaemia vs surgical and non-surgical control individuals
2023 Tripyla, Afroditi; Herzig, David; Reverter-Branchat, Gemma; Pavan, Jacopo; Schiavon, Michele; Eugster, Philippe J; Grouzmann, Eric; Nakas, Christos T; Sauvinet, Valérie; Meiller, Laure; Zehetner, Joerg; Giachino, Daniel; Nett, Philipp; Gawinecka, Joanna; Del Favero, Simone; Thomas, Andreas; Thevis, Mario; Dalla Man, Chiara; Bally, Lia
Incorporating Sparse and Quantized Carbohydrates Suggestions in Model Predictive Control for Artificial Pancreas in Type 1 Diabete
2023 Pavan, Jacopo; Salvagnin, Domenico; Facchinetti, Andrea; Sparacino, Giovanni; DEL FAVERO, Simone
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
Monitoring Statistical Properties of Kalman Filter Residuals in an Artificial Pancreas to Detect Overnight Pump Malfunctions Causing Insulin Suspension
2023 Manzoni, Eleonora; Rampazzo, Mirco; Facchinetti, Andrea; Sparacino, Giovanni; Del Favero, Simone
ReplayBG: A Digital Twin-Based Methodology to Identify a Personalized Model From Type 1 Diabetes Data and Simulate Glucose Concentrations to Assess Alternative Therapies
2023 Cappon, G.; Vettoretti, M.; Sparacino, G.; Del Favero, S.; Facchinetti, A.
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.
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
Choosing the duration of continuous glucose monitoring for reliable assessment of time in range: A new analytical approach to overcome the limitations of correlation-based methods
2022 Camerlingo, N.; Vettoretti, M.; Sparacino, G.; Facchinetti, A.; Mader, J. K.; Choudhary, P.; Del Favero, S.
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.
Generation of post-meal insulin correction boluses in type 1 diabetes simulation models for in-silico clinical trials: More realistic scenarios obtained using a decision tree approach
2022 Camerlingo, N.; Vettoretti, M.; Del Favero, S.; Facchinetti, A.; Choudhary, P.; Sparacino, G.
Gluclas: A software for computer-aided modulation of glucose infusion in glucose clamp experiments
2022 Pavan, Jacopo; DALLA MAN, Chiara; Herzig, David; Bally, Lia; DEL FAVERO, Simone