Sfoglia per Autore
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.
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.
Open-loop insulin dosing personalization in type 1 diabetes using continuous glucose monitoring data and patient characteristics
2019 Cappon, Giacomo
Smart bolus calculator for personalized insulin dosing using continuous glucose monitoring data and patient characteristics
2019 Cappon, Giacomo; Vettoretti, Martina; Facchinetti, Andrea; Sparacino, Giovanni
Development and in-silico assessment of a CGM-based approach to trigger assumption of hypotreatments
2019 Camerlingo, Nunzio; Vettoretti, Martina; Cappon, Giacomo; DEL FAVERO, Simone; Facchinetti, Andrea; Sparacino, Giovanni
Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes-An In Silico Proof-of-Concept
2019 Cappon, Giacomo; Facchinetti, Andrea; Sparacino, Giovanni; Georgiou, Pantelis; Herrero, Pau
Continuous Glucose Monitoring Sensors for Diabetes Management: A Review of Technologies and Applications
2019 Cappon, Giacomo; Vettoretti, Martina; Sparacino, Giovanni; Facchinetti, Andrea
A real-time continuous glucose monitoring based algorithm to trigger carbohydrates assumption to prevent/mitigate hypoglycemic events
2019 Sparacino, Giovanni; Camerlingo, Nunzio; Vettoretti, Martina; Facchinetti, Andrea; DEL FAVERO, Simone; Cappon, Giacomo
A new CGM-based algorithm to generate preventive hypotreatments: an in-silico assessment
2019 Camerlingo, Nunzio; Vettoretti, Martina; Cappon, Giacomo; DEL FAVERO, Simone; Facchinetti, Andrea; Sparacino, Giovanni
CGM-based improvement and personalization of the standard formula for insulin meal bolus calculation in type 1 diabetes
2019 Cappon, Giacomo; Vettoretti, Martina; Facchinetti, Andrea; Sparacino, Giovanni
A new formula for the estimation of meal insulin bolus in type 1 diabetes therapy accounting for glucose rate of change
2019 Noaro, Giulia; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
In-silico Assessment of Preventive Hypotreatment Efficacy and Development of a Continuous Glucose Monitoring Based Algorithm to Prevent/Mitigate Hypoglycemia in Type 1 Diabetes
2019 Camerlingo, N.; Vettoretti, M.; Del Favero, S.; Cappon, G.; Sparacino, G.; Facchinetti, A.
A Real-Time Continuous Glucose Monitoring Based Algorithm to Trigger Hypotreatments to Prevent/Mitigate Hypoglycemic Events
2019 Camerlingo, Nunzio; Vettoretti, Martina; Del Favero, Simone; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
A Bayesian Framework to Identify Type 1 Diabetes Physiological Models Using Easily Accessible Patient Data
2019 Cappon, G.; Facchinetti, A.; Sparacino, G.; DEL FAVERO, Simone
In silico assessment of literature insulin bolus calculation methods accounting for glucose rate of change
2019 Cappon, Giacomo; Marturano, Francesca; Vettoretti, Martina; Facchinetti, Andrea; Sparacino, Giovanni
Optimal insulin bolus dosing in type 1 diabetes management: neural network approach exploiting CGM sensor information
2018 Cappon, Giacomo; Vettoretti, Martina; Marturano, Francesca; Facchinetti, Andrea; Sparacino, Giovanni
Personalization of insulin bolus correction according to glucose concentration rate of change
2018 Cappon, Giacomo; Vettoretti, Martina; Facchinetti, Andrea; Sparacino, Giovanni
Personalization of insulin dosing in type 1 diabetes therapy: assessment of a neural network based approach in a simulation study
2018 Cappon, Giacomo; Vettoretti, Martina; Facchinetti, Andrea; Sparacino, Giovanni
New approaches to determine insulin dose in type 1 diabetes treatment using continuous glucose monitoring data
2018 Marturano, F.; Cappon, G.; Vettoretti, M.; Facchinetti, A.; Sparacino, G.
Continuous Glucose Monitoring: Current Use in Diabetes Management and Possible Future Applications
2018 Vettoretti, Martina; Cappon, Giacomo; Acciaroli, Giada; Facchinetti, Andrea; Sparacino, Giovanni
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