Sfoglia per Autore
Multi-Input Multi-Output Model Predictive Control for Drugs Delivery in Clinical Anesthesia
2023 Manzoni, Eleonora; Pavan, Jacopo; Rampazzo, Mirco; 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
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
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.
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.
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.
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.
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
A model-based educational digital system to improve standard guidelines learning in people with type 1 diabetes
2023 Cappon, G.; Burza, F.; Facchinetti, A.; Del Favero, S.; Sparacino, G.; Vettoretti, and M.
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
Comparing Different Individualized Black-Box Models for Insulin Pump Faults Detection on Artificial Pancreas Data
2023 Manzoni, Eleonora; DEL FAVERO, Simone
Supervised Learning-based Detection of Pressure-induced Failures in Continuous Glucose Sensors
2023 Idi, Elena; Manzoni, Eleonora; Facchinetti, Andrea; Sparacino, Giovanni; DEL FAVERO, Simone
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
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
Temporal changes in microbiome composition after FMT in subject with C.Difficile infection: a network perspective
2022 Cappellato, M.; Bellato, M; Baruzzo, G; Facchin, S; Barzon, L; Besutti, V; Brun, P; Del Favero, S; Schenato, L; Savarino, Ev; Castagliuolo, I; Di Camillo, B
Machine Learning-Based Anomaly Detection Algorithms to Alert Patients Using Sensor Augmented Pump of Infusion Site Failures
2022 Meneghetti, L.; Dassau, E.; Doyle, F. J.; Del Favero, S.
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
EXPANDING THE REPLAYBG SIMULATION METHODOLOGY DOMAIN OF VALIDITY TO SINGLE-DAY MULTIPLE-MEAL SCENARIOS
2022 Cappon, G; Vettoretti, M; Sparacino, G; DEL FAVERO, Simone; Facchinetti, A
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.
Super–twisting-based meal detector for type 1 diabetes management: Improvement and assessment in a real-life scenario
2022 Faccioli, S.; Sala-Mira, I.; Diez, J. L.; Facchinetti, A.; Sparacino, G.; Del Favero, S.; Bondia, J.
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