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.
Adaptive and self-learning Bayesian filtering algorithm to statistically characterize and improve signal-to-noise ratio of heart-rate data in wearable devices
2024 Cossu, Luca; Cappon, Giacomo; Facchinetti, Andrea
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.
Automated pipeline for denoising, missing data processing, and feature extraction for signals acquired via wearable devices in multiple sclerosis and amyotrophic lateral sclerosis applications
2024 Cossu, Luca; Cappon, Giacomo; Facchinetti, Andrea
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.
Digital Twins in Type 1 Diabetes: A Systematic Review
2024 Cappon, Giacomo; Facchinetti, Andrea
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
High intensity interval training as a novel treatment for impaired awareness of hypoglycaemia in people with type 1 diabetes (HIT4HYPOS): a randomised parallel-group study
2024 Farrell, Catriona M.; Mcneilly, Alison D.; Hapca, Simona; Fournier, Paul A.; Jones, Timothy W.; Facchinetti, Andrea; Cappon, Giacomo; West, Daniel J.; Mccrimmon, Rory J.
HIT4HYPOS Continuous Glucose Monitoring Data Analysis: The Effects of High-Intensity Interval Training on Hypoglycemia in People With Type 1 Diabetes and Impaired Awareness of Hypoglycemia
2024 Farrell, Catriona M.; Cappon, Giacomo; West, Daniel J.; Facchinetti, Andrea; Mccrimmon, Rory J.