CAPPON, GIACOMO
CAPPON, GIACOMO
Dipartimento di Ingegneria dell'Informazione - DEI
A MACHINE LEARNING ADAPTIVE CLASSIFIER FOR PREDIABETES AND TYPE 2 DIABETES DIAGNOSIS BASED ON CONTINUOUS GLUCOSE MONITORING DATA
2026 Gastaldello, Alberto; Cappon, Giacomo; Vettoretti, Martina; Del Favero, Simone; Facchinetti, Andrea
Clinical Efficacy Evaluation of a Continuous Glucose Monitoring-Guided Forecasting Algorithm to Mitigate Postbariatric Hypoglycemia: A Randomized Controlled Trial
2026 Journeaux, Arlette; Zbinden, Selina; Prendin, Francesco; Cossu, Luca; Streicher, Olivia; Rolfes, Eva; Fragozo-Ramos, María Carolina; Piazza, Camillo; Vukovic, Dean; Nett, Philipp; Giachino, Daniel; Zehetner, Joerg; Cappon, Giacomo; Herzig, David; Facchinetti, Andrea; Bally, Lia
DARE to wear: digital health promotion and disease prevention using wearable devices
2026 D'Ascanio, Ilaria; Moscato, Serena; Albites-Sanabria, Jose; Bacalini, Maria Giulia; Bellafiore, Marianna; Belli, Laura; Berti, Lisa; Bhuyan, Mohammad Junayed; Cainelli, Elisa; Cappon, Giacomo; Caravaggi, Paolo; Carbonaro, Antonella; Carretti, Barbara; Cellini, Nicola; Cianfarani, Stefano; Davico, Giorgio; Davoli, Luca; Di Florio, Paola; Domenicali, Marco; Facchinetti, Andrea; Farella, Giuseppina Mariagrazia; Federici, Massimo; Ferrari, Gianluigi; Gamberini, Luciano; Gesualdo, Loreto; Gregori, Dario; Leardini, Alberto; Lodi, Raffaele; Maggio, Marcello; Mammarella, Irene; Mattioli, Veronica; Mazzucco, Walter; Mellone, Sabato; Menghini, Luca; Mioni, Giovanna; Monaro, Merylin; Orlandi, Silvia; Palmese, Francesco; Palumbo, Pierpaolo; Piscopo, Giovanni; Pontrelli, Paola; Pozzoli, Tiziana; Rogati, Giulia; Salvi, Marco; Sicbaldi, Marcello; Silvani, Alessandro; Sparacino, Giovanni; Tabacchi, Garden; Toffalini, Enrico; Vedovelli, Luca; Zangrossi, Andrea; Palmerini, Luca; Chiari, Lorenzo
Feasibility and benefits of continuous glucose monitoring for type 1 diabetes in Rwanda: A real‐world 12‐month continuation phase
2026 Narayanan, Sandhya; Baker, Jason; Welsh, John B.; Cappon, Giacomo; Habineza, Jean Claude; Niyonsenga, Simon P.
PhyNet: A Physiology-Constrained Monotonic Neural Network for Safe and Explainable Blood Glucose Forecasting
2026 Calzavara, Andrea; Prendin, Francesco; Cappon, Giacomo; Del Favero, Simone; Facchinetti, Andrea
Relationship between continuous maternal intrapartum and postpartum glucose monitoring metrics and neonatal outcomes and postpartum glucose metabolism in individuals with gestational diabetes
2026 Elkind-Hirsch, Karen E.; Armatta, Missy; Veillon, Edward; Schiavon, Sara; Cappon, Giacomo
Systematic Review on Deep Learning Algorithms for Blood Glucose Forecasting in Type 1 Diabetes
2026 Calzavara, A.; Prendin, F.; Cappon, G.; Del Favero, S.; Facchinetti, A.
180-OR: CGM in Early Gestational Diabetes Improves Maternal Glycemic Control and Neonatal Outcomes—The Steady Sugar Trial
2025 ELKIND-HIRSCH, Karen E.; Armatta, Melissa L.; Veillon Jr, Edward W.; Guedry, Stacy; Ballard, Jill; Cappon, Giacomo
A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data
2025 Atzeni, M.; Cappon, G.; Quint, J. K.; Kelly, F.; Barratt, B.; Vettoretti, M.
Addressing Current Unmet Clinical Needs by Co-Designing a Novel Web Interface for Decision Support in Pediatric Type 1 Diabetes
2025 Cossu, L.; Cappon, G.; Pellizzari, E.; Deodati, A.; Schiaffini, R.; Cianfarani, S.; Sparacino, G.; Facchinetti, A.
AirPredict: an eHealth platform for asthma management leveraging wearable sensors, digital diaries, and air quality monitoring to optimize patient outcomes
2025 Atzeni, Michele; Cossu, Luca; Gaiotti, Sergio; Cappon, Giacomo; Tinè, Mariaenrica; Previtero, Daniele; Padrin, Ylenia; Baraldo, Simonetta; Semenzato, Umberto; Vettoretti, Martina
Assessing the impact of personal exposure to air pollution on asthma control: feasibility study and preliminary findings using the AirPredict eHealth platform
2025 Gaiotti, S.; Atzeni, M.; Cossu, L.; Cappon, G.; Tine, M.; Previtero, D.; Padrin, Y.; Baraldo, S.; Semenzato, U.; Vettoretti, M.
Automatic identification of unreported meals from continuous glucose monitoring data in individuals after bariatric surgery using a template matching algorithm
2025 Pellizzari, E.; Prendin, F.; Cappon, G.; Idi, E.; Del Favero, S.; Herzig, D.; Bally, L.; Facchinetti, A.
Continuous glucose monitoring in early gestational diabetes improves maternal and neonatal outcomes—The Steady Sugar trial
2025 Elkind‐hirsch, Karen; Armatta, Missy; Griffen, Corbin; Welsh, John B.; Veillon, Edward; Guedry, Stacey; Ballard, Jill; Crawford, Margaret A.; Monroy, Angelo; Singh, Harsimran; Cappon, Giacomo
Data Augmentation Via Digital Twins to Develop Personalized Deep Learning Glucose Prediction Algorithms for Type 1 Diabetes in Poor Data Context
2025 Prendin, Francesco; Facchinetti, Andrea; Cappon, Giacomo
Development of Insulin Bolus Calculators in Type 1 Diabetes using A Framework Based on Real-world Data, Digital Twins and Machine Learning
2025 Pellizzari, Elisa; Cappon, Giacomo; Nicolis, Giulia; Sparacino, Giovanni; Facchinetti, Andrea
DIGITAL TWIN-BASED OPTIMIZATION OF BASAL INSULIN IN PEDIATRIC PATIENTS: A FEASIBILITY STUDY
2025 Pellizzari, E; Cappon, G; Sparacino, G; Facchinetti, A
Digital-twin based optimization of bolus insulin dosing in pediatric type 1 diabetes: An in silico feasibility study
2025 Pellizzari, E.; Cappon, G.; Sparacino, G.; Deodati, A.; Schiaffini, R.; Cianfarani, S.; Facchinetti, A.
Enhancing pediatric type 1 diabetes therapy using TWIN, a clinical decision support system based on digital twins
2025 Cossu, L.; Pellizzari, E.; Cappon, G.; Deodati, A.; Schiaffini, R.; Sparacino, G.; Cianfarani, S.; Facchinetti, A.
Enhancing the Physiological Plausibility of GAN-Generated Blood Glucose in Type 1 Diabetes with Monotonicity Constraints
2025 Pellizzari, E.; Mujahid, O.; Prendin, F.; Bustos, O.; Cappon, G.; Facchinetti, A.; Vehi, J.