Simone Del Favero

58 papers C 2Journal 37Unranked 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
Autoencoder-Based Detection of Insulin Pump Faults in Type 1 Diabetes Treatment.
IEEE J. Biomed. Health Informatics
Elena Idi, Francesco Prendin, Giovanni Sparacino, Simone Del Favero
2025 J jnl
Regularized Denoising Method for Retrospective Detection of Pressure Induced Artifacts in Continuous Glucose Monitoring Sensors Data.
IEEE Trans. Biomed. Eng.
Eleonora Manzoni, Elena Idi, Nunzio Camerlingo, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero
2025 J jnl
Unsupervised Retrospective Detection of Pressure Induced Failures in Continuous Glucose Monitoring Sensors for T1D Management.
IEEE J. Biomed. Health Informatics
Elena Idi, Eleonora Manzoni, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero
2024 J jnl
A strategy based on integer programming for optimal dosing and timing of preventive hypoglycemic treatments in type 1 diabetes management.
Comput. Methods Programs Biomed.
Jacopo Pavan, Giulia Noaro, Andrea Facchinetti, Domenico Salvagnin, Giovanni Sparacino, Simone Del Favero
2024 J jnl
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.
Nunzio Camerlingo, Martina Vettoretti, Simone Del Favero, Andrea Facchinetti, Pratik Choudhary, Giovanni Sparacino
2024 C conf
Fault Identification Enhancement with Reinforcement Learning (FIERL).
ACC
Valentina Zaccaria, Davide Sartor, Simone Del Favero, Gian Antonio Susto
2024 J jnl
Fault Identification Enhancement with Reinforcement Learning (FIERL).
CoRR
Valentina Zaccaria, Davide Sartor, Simone Del Favero, Gian Antonio Susto
2024 — conf
Including the Planning of Orally-Ingested Carbohydrates in a Zone Model Predictive Control for Artificial Pancreas.
CDC
Lorenzo Cester, Jacopo Pavan, Simone Del Favero
2024 J jnl
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.
Chiara Roversi, Nunzio Camerlingo, Martina Vettoretti, Andrea Facchinetti, Pratik Choudhary, Giovanni Sparacino, Simone Del Favero
2023 J jnl
A Markov Model of Gap Occurrence in Continuous Glucose Monitoring Data for Realistic in Silico Clinical Trials.
Comput. Methods Programs Biomed.
Martina Vettoretti, Martina Drecogna, Simone Del Favero, Andrea Facchinetti, Giovanni Sparacino
2023 J jnl
An Adaptive Model Predictive Controller to Address the Biovariability in Blood Clotting Response During Therapy With Warfarin.
IEEE Trans. Biomed. Eng.
Edoardo Faggionato, Alessandro Guazzo, Elena Pegolo, Ruggero Carli, Mattia Bruschetta, Simone Del Favero
2023 C conf
Detection of compression artifacts in time-series data from continuous glucose monitoring sensors using matched filters.
BSN
Elena Idi, Francesco Prendin, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero
2023 J jnl
Incorporating Sparse and Quantized Carbohydrates Suggestions in Model Predictive Control for Artificial Pancreas in Type 1 Diabetes.
IEEE Trans. Control. Syst. Technol.
Jacopo Pavan, Domenico Salvagnin, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero
2023 J jnl
Individualized Models for Glucose Prediction in Type 1 Diabetes: Comparing Black-Box Approaches to a Physiological White-Box One.
IEEE Trans. Biomed. Eng.
Giacomo Cappon, Francesco Prendin, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero
2023 J jnl
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.
Giacomo Cappon, Martina Vettoretti, Giovanni Sparacino, Simone Del Favero, Andrea Facchinetti
2022 J jnl
Assessment of Seasonal Stochastic Local Models for Glucose Prediction without Meal Size Information under Free-Living Conditions.
Sensors
Francesco Prendin, José-Luis Díez, Simone Del Favero, Giovanni Sparacino, Andrea Facchinetti, Jorge Bondia
2022 — conf
Data-Driven Supervised Compression Artifacts Detection on Continuous Glucose Sensors.
EMBC
Elena Idi, Eleonora Manzoni, Giovanni Sparacino, Simone Del Favero
2022 J jnl
Generation of post-meal insulin correction boluses in type 1 diabetes simulation models for
Comput. Methods Programs Biomed.
Nunzio Camerlingo, Martina Vettoretti, Simone Del Favero, Andrea Facchinetti, Pratik Choudhary, Giovanni Sparacino
2022 J jnl
Gluclas: A software for computer-aided modulation of glucose infusion in glucose clamp experiments.
Comput. Methods Programs Biomed.
Jacopo Pavan, Chiara Dalla Man, David Herzig, Lia Bally, Simone Del Favero
2022 J jnl
Linear Model Identification for Personalized Prediction and Control in Diabetes.
IEEE Trans. Biomed. Eng.
Simone Faccioli, Andrea Facchinetti, Giovanni Sparacino, Gianluigi Pillonetto, Simone Del Favero
2022 J jnl
Super-twisting-based meal detector for type 1 diabetes management: Improvement and assessment in a real-life scenario.
Comput. Methods Programs Biomed.
Simone Faccioli, Iván Sala-Mira, José-Luis Díez, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero, Jorge Bondia
2021 — conf
A Mathematical Formula to Determine the Minimum Continuous Glucose Monitoring Duration to Assess Time-in-ranges: Sensitivity Analysis Over the Parameters.
EMBC
Nunzio Camerlingo, Martina Vettoretti, Giovanni Sparacino, Andrea Facchinetti, Julia K. Mader, Pratik Choudhary, Simone Del Favero
2021 — conf
A PID Control Algorithm for a Post-Prandial Hypoglycemic Clamp Study.
EMBC
Jacopo Pavan, Chiara Dalla Man, David Herzig, Lia Bally, Simone Del Favero
2021 — conf
Data Gap Modeling in Continuous Glucose Monitoring Sensor Data.
EMBC
Martina Drecogna, Martina Vettoretti, Simone Del Favero, Andrea Facchinetti, Giovanni Sparacino
2021 J jnl
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
Francesco Prendin, Simone Del Favero, Martina Vettoretti, Giovanni Sparacino, Andrea Facchinetti
2021 J jnl
Machine-Learning Based Model to Improve Insulin Bolus Calculation in Type 1 Diabetes Therapy.
IEEE Trans. Biomed. Eng.
Giulia Noaro, Giacomo Cappon, Martina Vettoretti, Giovanni Sparacino, Simone Del Favero, Andrea Facchinetti
2021 J jnl
Mathematical modelling of SigE regulatory network reveals new insights into bistability of mycobacterial stress response.
BMC Bioinform.
Irene Zorzan, Simone Del Favero, Alberto Giaretta, Riccardo Manganelli, Barbara Di Camillo, Luca Schenato
2021 J jnl
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.
Lorenzo Meneghetti, Andrea Facchinetti, Simone Del Favero
2021 J jnl
Toward an Optimal Definition of Hypoglycemia with Continuous Glucose Monitoring.
Comput. Methods Programs Biomed.
Zeinab Mahmoudi, Simone Del Favero, Peter Jacob, Pratik Choudhary, Hypo-RESOLVE Consortium
2020 — conf
A Personalized and Interpretable Deep Learning Based Approach to Predict Blood Glucose Concentration in Type 1 Diabetes.
KDH@ECAI
Giacomo Cappon, Lorenzo Meneghetti, Francesco Prendin, Jacopo Pavan, Giovanni Sparacino, Simone Del Favero, Andrea Facchinetti
2020 J jnl
Data-Driven Anomaly Recognition for Unsupervised Model-Free Fault Detection in Artificial Pancreas.
IEEE Trans. Control. Syst. Technol.
Lorenzo Meneghetti, Matteo Terzi, Simone Del Favero, Gian Antonio Susto, Claudio Cobelli
2020 — conf
Nonlinear Machine Learning Models for Insulin Bolus Estimation in Type 1 Diabetes Therapy.
EMBC
Giulia Noaro, Giacomo Cappon, Giovanni Sparacino, Simone Del Favero, Andrea Facchinetti
2020 — conf
Personalized Machine Learning Algorithm based on Shallow Network and Error Imputation Module for an Improved Blood Glucose Prediction.
KDH@ECAI
Jacopo Pavan, Francesco Prendin, Lorenzo Meneghetti, Giacomo Cappon, Giovanni Sparacino, Andrea Facchinetti, Simone Del Favero
2019 — conf
A Bayesian Framework to Identify Type 1 Diabetes Physiological Models Using Easily Accessible Patient Data.
EMBC
Giacomo Cappon, Andrea Facchinetti, Giovanni Sparacino, Simone Del Favero
2019 J jnl
Analysis of a Minimal Gene Regulatory Network for Cell Differentiation.
IEEE Control. Syst. Lett.
Irene Zorzan, Simone Del Favero, Barbara Di Camillo, Luca Schenato
2019 — conf
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
Nunzio Camerlingo, Martina Vettoretti, Simone Del Favero, Giacomo Cappon, Giovanni Sparacino, Andrea Facchinetti
2019 J jnl
Model individualization for artificial pancreas.
Comput. Methods Programs Biomed.
Mirko Messori, Chiara Toffanin, Simone Del Favero, Giuseppe De Nicolao, Claudio Cobelli, Lalo Magni
2019 — conf
Modeling the error of factory-calibrated continuous glucose monitoring sensors: application to Dexcom G6 sensor data.
EMBC
Martina Vettoretti, Simone Del Favero, Giovanni Sparacino, Andrea Facchinetti
2018 — conf
Bayesian strategies for calibrating heteroskedastic static sensors with unknown model structures.
ECC
Anas W. Alhashimi, Simone Del Favero, Damiano Varagnolo, Thomas Gustafsson, Gianluigi Pillonetto
2018 — conf
Black-box Model Identification of Physical Activity in Type-l Diabetes Patients.
EMBC
Simone Faccioli, Basak Ozaslan, Jose F. Garcia-Tirado, Marc D. Breton, Simone Del Favero
2018 — conf
Fault Detection in Artificial Pancreas: A Model-Free approach.
CDC
Lorenzo Meneghetti, Matteo Terzi, Gian Antonio Susto, Simone Del Favero, Claudio Cobelli
2016 J jnl
Online Calibration of Glucose Sensors From the Measured Current by a Time-Varying Calibration Function and Bayesian Priors.
IEEE Trans. Biomed. Eng.
Martina Vettoretti, Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli
2016 J jnl
Remote Blood Glucose Monitoring in
Sensors
Giordano Lanzola, Eleonora Losiouk, Simone Del Favero, Andrea Facchinetti, Alfonso Galderisi, Silvana Quaglini, Lalo Magni, Claudio Cobelli
2015 J jnl
Designing an artificial pancreas architecture: the AP@home experience.
Medical Biol. Eng. Comput.
Giordano Lanzola, Chiara Toffanin, Federico Di Palma, Simone Del Favero, Lalo Magni, Riccardo Bellazzi
2015 J jnl
Model of glucose sensor error components: identification and assessment for new Dexcom G4 generation devices.
Medical Biol. Eng. Comput.
Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli
2014 J jnl
Improving Accuracy and Precision of Glucose Sensor Profiles: Retrospective Fitting by Constrained Deconvolution.
IEEE Trans. Biomed. Eng.
Simone Del Favero, Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli
2014 J jnl
Modeling the Glucose Sensor Error.
IEEE Trans. Biomed. Eng.
Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Jessica Castle, W. Kenneth Ward, Claudio Cobelli
2013 J jnl
An Online Failure Detection Method of the Glucose Sensor-Insulin Pump System: Improved Overnight Safety of Type-1 Diabetic Subjects.
IEEE Trans. Biomed. Eng.
Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli
2013 J jnl
Distributed Kalman smoothing in static Bayesian networks.
Autom.
Gianluigi Pillonetto, Bradley M. Bell, Simone Del Favero
2013 J jnl
Finding Potential Support Vectors in Separable Classification Problems.
IEEE Trans. Neural Networks Learn. Syst.
Damiano Varagnolo, Simone Del Favero, Francesco Dinuzzo, Luca Schenato, Gianluigi Pillonetto
2012 J jnl
A Glucose-Specific Metric to Assess Predictors and Identify Models.
IEEE Trans. Biomed. Eng.
Simone Del Favero, Andrea Facchinetti, Claudio Cobelli
2012 — conf
Bayesian learning of probability density functions: A Markov chain Monte Carlo approach.
CDC
Simone Del Favero, Damiano Varagnolo, Gianluigi Pillonetto
2012 J jnl
Modular Closed-Loop Control of Diabetes.
IEEE Trans. Biomed. Eng.
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
2011 J jnl
A majorization inequality and its application to distributed Kalman filtering.
Autom.
Simone Del Favero, Sandro Zampieri
2011 — conf
Detecting failures of the glucose sensor-insulin pump system: Improved overnight safety monitoring for Type-1 diabetes.
EMBC
Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli
2011 — conf
On the discardability of data in support vector classification problems.
CDC/ECC
Simone Del Favero, Damiano Varagnolo, Francesco Dinuzzo, Luca Schenato, Gianluigi Pillonetto
2009 — conf
Distributed estimation through randomized gossip Kalman filter.
CDC
Simone Del Favero, Sandro Zampieri
2008 — conf
Distributed sensor calibration and least-square parameter identification in WSNs using consensus algorithms.
Allerton
Saverio Bolognani, Simone Del Favero, Luca Schenato, Damiano Varagnolo