CAPPON, GIACOMO
CAPPON, GIACOMO
Dipartimento di Ingegneria dell'Informazione - DEI
A Neural-Network-Based Approach to Personalize Insulin Bolus Calculation Using Continuous Glucose Monitoring
2018 Cappon, Giacomo; Vettoretti, Martina; Marturano, Francesca; Facchinetti, Andrea; Sparacino, Giovanni
A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q-Learning to Improve Type 1 Diabetes Management
2023 Noaro, Giulia; Zhu, Taiyu; Cappon, Giacomo; Facchinetti, Andrea; Georgiou, Pantelis
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 “Slide Rule” to Adjust Insulin Dose Using Trend Arrows in Adults with Type 1 Diabetes: Test in Silico and in Real Life
2021 Bruttomesso, D.; Boscari, F.; Lepore, G.; Noaro, G.; Cappon, G.; Girelli, A.; Bozzetto, L.; Tumminia, A.; Grassi, G.; Sparacino, G.; Laviola, L.; Facchinetti, A.
Advanced diabetes management using artificial intelligence and continuous glucose monitoring sensors
2020 Vettoretti, M.; Cappon, G.; Facchinetti, A.; Sparacino, G.
AGATA: A Toolbox for Automated Glucose Data Analysis
2023 Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
An Integrated Mobile Platform for Automated Data Collection and Real-Time Patient Monitoring in Diabetes Clinical Trials
2021 Cappon, G.; Cossu, L.; Boscari, F.; Bruttomesso, D.; Sparacino, G.; Facchinetti, A.
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
Continuous Glucose Monitoring: Current Use in Diabetes Management and Possible Future Applications
2018 Vettoretti, Martina; Cappon, Giacomo; Acciaroli, Giada; Facchinetti, Andrea; Sparacino, Giovanni
Design and Usability Assessment of a User-Centered, Modular Platform for Real-World Data Acquisition in Clinical Trials involving Post-bariatric Surgery Patients
2023 Cossu, Luca; Cappon, Giacomo; Streicher, Olivia; Herzig, David; Bally, Lia; Facchinetti, Andrea
Digital Solutions to Diagnose and Manage Postbariatric Hypoglycemia
2022 Schonenberger, K. A.; Cossu, L.; Prendin, F.; Cappon, G.; Wu, J.; Fuchs, K. L.; Mayer, S.; Herzig, D.; Facchinetti, A.; Bally, L.
drCORRECT: An Algorithm for the Preventive Administration of Postprandial Corrective Insulin Boluses in Type 1 Diabetes Management
2023 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
Forecasting postbariatric hypoglycaemia in patients after Roux-en-Y gastric bypass using model-based algorithms fed by continuous glucose monitoring data: A proof-of-concept study
2022 Prendin, Francesco; Cappon, Giacomo; Tripyla, Afroditi; Herzig, David; Bally, Lia; Facchinetti, Andrea
Heterogeneity and nearest-neighbor coupling can explain small-worldness and wave properties in pancreatic islets
2016 Cappon, Giacomo; Pedersen, MORTEN GRAM
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
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
Machine-Learning Based Model to Improve Insulin Bolus Calculation in Type 1 Diabetes Therapy
2021 Noaro, G.; Cappon, G.; Vettoretti, M.; Sparacino, G.; Favero, S. D.; Facchinetti, A.
Methods for Insulin Bolus Adjustment Based on the Continuous Glucose Monitoring Trend Arrows in Type 1 Diabetes: Performance and Safety Assessment in an In Silico Clinical Trial
2021 Noaro, G.; Cappon, G.; Sparacino, G.; Boscari, F.; Bruttomesso, D.; Facchinetti, A.
Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers
2020 Guemes, Amparo; Cappon, G.; Hernandez, Bernard; Reddy, Monica; Oliver, Nick; Georgiou, Pantelis; Herrero, Pau