Simone Del Favero

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 40

Top Topics

Matched Filters

Fault Detection

Model Predictive Control

Clinical Trials

Top Venues

Comput. Methods Programs Biomed.

IEEE Trans. Biomed. Eng.

Publications

Valentina Zaccaria, Davide Sartor, Simone Del Favero, Gian Antonio Susto
Fault Identification Enhancement with Reinforcement Learning (FIERL). CoRR (2024)
Chiara Roversi, Nunzio Camerlingo, Martina Vettoretti, Andrea Facchinetti, Pratik Choudhary, Giovanni Sparacino, Simone Del Favero
Risk of hypoglycemia in type 1 diabetes management: An in-silico sensitivity analysis to assess and rank the quantitative impact of different behavioral factors. Comput. Methods Programs Biomed. 244 (2024)
Jacopo Pavan, Giulia Noaro, Andrea Facchinetti, Domenico Salvagnin, Giovanni Sparacino, Simone Del Favero
A strategy based on integer programming for optimal dosing and timing of preventive hypoglycemic treatments in type 1 diabetes management. Comput. Methods Programs Biomed. 250 (2024)
Nunzio Camerlingo, Martina Vettoretti, Simone Del Favero, Andrea Facchinetti, Pratik Choudhary, Giovanni Sparacino
Corrigendum to "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". Comput. Methods Programs Biomed. 252 (2024)
Jacopo Pavan, Domenico Salvagnin, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero
Incorporating Sparse and Quantized Carbohydrates Suggestions in Model Predictive Control for Artificial Pancreas in Type 1 Diabetes. IEEE Trans. Control. Syst. Technol. 31 (2) (2023)
Giacomo Cappon, Martina Vettoretti, Giovanni Sparacino, Simone Del Favero, Andrea Facchinetti
ReplayBG: A Digital Twin-Based Methodology to Identify a Personalized Model From Type 1 Diabetes Data and Simulate Glucose Concentrations to Assess Alternative Therapies. IEEE Trans. Biomed. Eng. 70 (11) (2023)
Elena Idi, Francesco Prendin, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero
Detection of compression artifacts in time-series data from continuous glucose monitoring sensors using matched filters. BSN (2023)
Edoardo Faggionato, Alessandro Guazzo, Elena Pegolo, Ruggero Carli, Mattia Bruschetta, Simone Del Favero
An Adaptive Model Predictive Controller to Address the Biovariability in Blood Clotting Response During Therapy With Warfarin. IEEE Trans. Biomed. Eng. 70 (9) (2023)
Martina Vettoretti, Martina Drecogna, Simone Del Favero, Andrea Facchinetti, Giovanni Sparacino
A Markov Model of Gap Occurrence in Continuous Glucose Monitoring Data for Realistic in Silico Clinical Trials. Comput. Methods Programs Biomed. 240 (2023)
Giacomo Cappon, Francesco Prendin, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero
Individualized Models for Glucose Prediction in Type 1 Diabetes: Comparing Black-Box Approaches to a Physiological White-Box One. IEEE Trans. Biomed. Eng. 70 (11) (2023)
Nunzio Camerlingo, Martina Vettoretti, Simone Del Favero, Andrea Facchinetti, Pratik Choudhary, Giovanni Sparacino
clinical trials: More realistic scenarios obtained using a decision tree approach. Comput. Methods Programs Biomed. 221 (2022)
Jacopo Pavan, Chiara Dalla Man, David Herzig, Lia Bally, Simone Del Favero
Gluclas: A software for computer-aided modulation of glucose infusion in glucose clamp experiments. Comput. Methods Programs Biomed. 225 (2022)
Simone Faccioli, Andrea Facchinetti, Giovanni Sparacino, Gianluigi Pillonetto, Simone Del Favero
Linear Model Identification for Personalized Prediction and Control in Diabetes. IEEE Trans. Biomed. Eng. 69 (2) (2022)
Simone Faccioli, Iván Sala-Mira, José-Luis Díez, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero, Jorge Bondia
Super-twisting-based meal detector for type 1 diabetes management: Improvement and assessment in a real-life scenario. Comput. Methods Programs Biomed. 219 (2022)
Francesco Prendin, José-Luis Díez, Simone Del Favero, Giovanni Sparacino, Andrea Facchinetti, Jorge Bondia
Assessment of Seasonal Stochastic Local Models for Glucose Prediction without Meal Size Information under Free-Living Conditions. Sensors 22 (22) (2022)
Elena Idi, Eleonora Manzoni, Giovanni Sparacino, Simone Del Favero
Data-Driven Supervised Compression Artifacts Detection on Continuous Glucose Sensors. EMBC (2022)
Zeinab Mahmoudi, Simone Del Favero, Peter Jacob, Pratik Choudhary, Hypo-RESOLVE Consortium
Toward an Optimal Definition of Hypoglycemia with Continuous Glucose Monitoring. Comput. Methods Programs Biomed. 209 (2021)
Giulia Noaro, Giacomo Cappon, Martina Vettoretti, Giovanni Sparacino, Simone Del Favero, Andrea Facchinetti
Machine-Learning Based Model to Improve Insulin Bolus Calculation in Type 1 Diabetes Therapy. IEEE Trans. Biomed. Eng. 68 (1) (2021)
Nunzio Camerlingo, Martina Vettoretti, Giovanni Sparacino, Andrea Facchinetti, Julia K. Mader, Pratik Choudhary, Simone Del Favero
A Mathematical Formula to Determine the Minimum Continuous Glucose Monitoring Duration to Assess Time-in-ranges: Sensitivity Analysis Over the Parameters. EMBC (2021)
Jacopo Pavan, Chiara Dalla Man, D. Herzig, L. Bally, Simone Del Favero
A PID Control Algorithm for a Post-Prandial Hypoglycemic Clamp Study. EMBC (2021)
Francesco Prendin, Simone Del Favero, Martina Vettoretti, Giovanni Sparacino, Andrea Facchinetti
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. Sensors 21 (5) (2021)
Martina Drecogna, Martina Vettoretti, Simone Del Favero, Andrea Facchinetti, Giovanni Sparacino
Data Gap Modeling in Continuous Glucose Monitoring Sensor Data. EMBC (2021)
Irene Zorzan, Simone Del Favero, Alberto Giaretta, Riccardo Manganelli, Barbara Di Camillo, Luca Schenato
Mathematical modelling of SigE regulatory network reveals new insights into bistability of mycobacterial stress response. BMC Bioinform. 22 (1) (2021)
Lorenzo Meneghetti, Andrea Facchinetti, Simone Del Favero
Model-Based Detection and Classification of Insulin Pump Faults and Missed Meal Announcements in Artificial Pancreas Systems for Type 1 Diabetes Therapy. IEEE Trans. Biomed. Eng. 68 (1) (2021)
Giacomo Cappon, Lorenzo Meneghetti, Francesco Prendin, Jacopo Pavan, Giovanni Sparacino, Simone Del Favero, Andrea Facchinetti
A Personalized and Interpretable Deep Learning Based Approach to Predict Blood Glucose Concentration in Type 1 Diabetes. KDH@ECAI (2020)
Giulia Noaro, Giacomo Cappon, Giovanni Sparacino, Simone Del Favero, Andrea Facchinetti
Nonlinear Machine Learning Models for Insulin Bolus Estimation in Type 1 Diabetes Therapy. EMBC (2020)
Lorenzo Meneghetti, Matteo Terzi, Simone Del Favero, Gian Antonio Susto, Claudio Cobelli
Data-Driven Anomaly Recognition for Unsupervised Model-Free Fault Detection in Artificial Pancreas. IEEE Trans. Control. Syst. Technol. 28 (1) (2020)
Jacopo Pavan, Francesco Prendin, Lorenzo Meneghetti, Giacomo Cappon, Giovanni Sparacino, Andrea Facchinetti, Simone Del Favero
Personalized Machine Learning Algorithm based on Shallow Network and Error Imputation Module for an Improved Blood Glucose Prediction. KDH@ECAI (2020)
Irene Zorzan, Simone Del Favero, Barbara Di Camillo, Luca Schenato
Analysis of a Minimal Gene Regulatory Network for Cell Differentiation. IEEE Control. Syst. Lett. 3 (2) (2019)
Giacomo Cappon, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero
A Bayesian Framework to Identify Type 1 Diabetes Physiological Models Using Easily Accessible Patient Data. EMBC (2019)
Martina Vettoretti, Simone Del Favero, Giovanni Sparacino, Andrea Facchinetti
Modeling the error of factory-calibrated continuous glucose monitoring sensors: application to Dexcom G6 sensor data. EMBC (2019)
Nunzio Camerlingo, Martina Vettoretti, Simone Del Favero, Giacomo Cappon, Giovanni Sparacino, Andrea Facchinetti
In-silico Assessment of Preventive Hypotreatment Efficacy and Development of a Continuous Glucose Monitoring Based Algorithm to Prevent/Mitigate Hypoglycemia in Type 1 Diabetes. EMBC (2019)
Mirko Messori, Chiara Toffanin, Simone Del Favero, Giuseppe De Nicolao, Claudio Cobelli, Lalo Magni
Model individualization for artificial pancreas. Comput. Methods Programs Biomed. 171 (2019)
Simone Faccioli, Basak Ozaslan, Jose F. Garcia-Tirado, Marc D. Breton, Simone Del Favero
Black-box Model Identification of Physical Activity in Type-l Diabetes Patients. EMBC (2018)
Anas W. Alhashimi, Simone Del Favero, Damiano Varagnolo, Thomas Gustafsson, Gianluigi Pillonetto
Bayesian strategies for calibrating heteroskedastic static sensors with unknown model structures. ECC (2018)
Lorenzo Meneghetti, Matteo Terzi, Gian Antonio Susto, Simone Del Favero, Claudio Cobelli
Fault Detection in Artificial Pancreas: A Model-Free approach. CDC (2018)
Giordano Lanzola, Eleonora Losiouk, Simone Del Favero, Andrea Facchinetti, Alfonso Galderisi, Silvana Quaglini, Lalo Magni, Claudio Cobelli
Scenarios: A Review. Sensors 16 (12) (2016)
Martina Vettoretti, Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli
Online Calibration of Glucose Sensors From the Measured Current by a Time-Varying Calibration Function and Bayesian Priors. IEEE Trans. Biomed. Eng. 63 (8) (2016)
Giordano Lanzola, Chiara Toffanin, Federico Di Palma, Simone Del Favero, Lalo Magni, Riccardo Bellazzi
Designing an artificial pancreas architecture: the AP@home experience. Medical Biol. Eng. Comput. 53 (12) (2015)
Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli
Model of glucose sensor error components: identification and assessment for new Dexcom G4 generation devices. Medical Biol. Eng. Comput. 53 (12) (2015)
Simone Del Favero, Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli
Improving Accuracy and Precision of Glucose Sensor Profiles: Retrospective Fitting by Constrained Deconvolution. IEEE Trans. Biomed. Eng. 61 (4) (2014)
Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Jessica Castle, W. Kenneth Ward, Claudio Cobelli
Modeling the Glucose Sensor Error. IEEE Trans. Biomed. Eng. 61 (3) (2014)
Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli
An Online Failure Detection Method of the Glucose Sensor-Insulin Pump System: Improved Overnight Safety of Type-1 Diabetic Subjects. IEEE Trans. Biomed. Eng. 60 (2) (2013)
Gianluigi Pillonetto, Bradley M. Bell, Simone Del Favero
Distributed Kalman smoothing in static Bayesian networks. Autom. 49 (4) (2013)
Damiano Varagnolo, Simone Del Favero, Francesco Dinuzzo, Luca Schenato, Gianluigi Pillonetto
Finding Potential Support Vectors in Separable Classification Problems. IEEE Trans. Neural Networks Learn. Syst. 24 (11) (2013)
Simone Del Favero, Andrea Facchinetti, Claudio Cobelli
A Glucose-Specific Metric to Assess Predictors and Identify Models. IEEE Trans. Biomed. Eng. 59 (5) (2012)
Stephen D. Patek, Lalo Magni, Eyal Dassau, Christopher W. Karvetski, Chiara Toffanin, Giuseppe De Nicolao, Simone Del Favero, Marc D. Breton, Chiara Dalla Man, Elisabeth Renard, Howard C. Zisser, Francis J. Doyle III, Claudio Cobelli, Boris P. Kovatchev
Modular Closed-Loop Control of Diabetes. IEEE Trans. Biomed. Eng. 59 (11-1) (2012)
Simone Del Favero, Damiano Varagnolo, Gianluigi Pillonetto
Bayesian learning of probability density functions: A Markov chain Monte Carlo approach. CDC (2012)
Simone Del Favero, Damiano Varagnolo, Francesco Dinuzzo, Luca Schenato, Gianluigi Pillonetto
On the discardability of data in support vector classification problems. CDC/ECC (2011)
Simone Del Favero, Sandro Zampieri
A majorization inequality and its application to distributed Kalman filtering. Autom. 47 (11) (2011)
Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli
Detecting failures of the glucose sensor-insulin pump system: Improved overnight safety monitoring for Type-1 diabetes. EMBC (2011)
Simone Del Favero, Sandro Zampieri
Distributed estimation through randomized gossip Kalman filter. CDC (2009)
Saverio Bolognani, Simone Del Favero, Luca Schenato, Damiano Varagnolo
Distributed sensor calibration and least-square parameter identification in WSNs using consensus algorithms. Allerton (2008)