CAPPON, GIACOMO
CAPPON, GIACOMO
Dipartimento di Ingegneria dell'Informazione - DEI
Towards a decision support system for post bariatric hypoglycaemia: development of forecasting algorithms in unrestricted daily-life conditions
2025 Prendin, Francesco; Streicher, Olivia; Cappon, Giacomo; Rolfes, Eva; Herzig, David; Bally, Lia; Facchinetti, Andrea
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
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
Digital Twins in Type 1 Diabetes: A Systematic Review
2024 Cappon, Giacomo; Facchinetti, Andrea
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.
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
AGATA: A Toolbox for Automated Glucose Data Analysis
2023 Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
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
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
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
Relationship Between Symptom Perception and Postprandial Glycemic Profiles in Patients With Postbariatric Hypoglycemia After Roux-en-Y Gastric Bypass Surgery
2023 Tripyla, Afroditi; Ferreira, Antonio; Schönenberger, Katja A; Näf, Noah H; Inderbitzin, Lukas E; Prendin, Francesco; Cossu, Luca; Cappon, Giacomo; Facchinetti, Andrea; Herzig, David; Bally, Lia
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.
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.
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.
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
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.
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.
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.