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G. Cappon · SciRah

Researcher profile · Semantic Scholar

G. Cappon

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G. Cappon — researcher profile on SciRah

h-index: 18
Works: 69
Citations: 1,601

Most-cited papers

Continuous Glucose Monitoring Sensors for Diabetes Management: A Review of Technologies and Applications
G. Cappon, M. Vettoretti, G. Sparacino, A. Facchinetti
2019Diabetes & Metabolism Journal412 citations Open access
Semantic Scholar
Wearable Continuous Glucose Monitoring Sensors: A Revolution in Diabetes Treatment
G. Cappon, Giada Acciaroli, M. Vettoretti, A. Facchinetti +1 more
2017202 citations Open access
Semantic Scholar
The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP
Francesco Prendin, Jacopo Pavan, G. Cappon, S. Del Favero +2 more
2023Scientific Reports151 citations Open access
Semantic Scholar
Advanced Diabetes Management Using Artificial Intelligence and Continuous Glucose Monitoring Sensors
M. Vettoretti, G. Cappon, A. Facchinetti, G. Sparacino
2020Italian National Conference on Sensors136 citations Open access
Semantic Scholar
Continuous Glucose Monitoring: Current Use in Diabetes Management and Possible Future Applications
M. Vettoretti, G. Cappon, G. Acciaroli, A. Facchinetti +1 more
2018Journal of Diabetes Science and Technology88 citations Open access
Semantic Scholar
A Neural-Network-Based Approach to Personalize Insulin Bolus Calculation Using Continuous Glucose Monitoring
G. Cappon, M. Vettoretti, F. Marturano, A. Facchinetti +1 more
2018Journal of Diabetes Science and Technology57 citations Open access
Semantic Scholar
Machine-Learning Based Model to Improve Insulin Bolus Calculation in Type 1 Diabetes Therapy
Giulia Noaro, G. Cappon, M. Vettoretti, G. Sparacino +2 more
2020IEEE Transactions on Biomedical Engineering50 citations
Semantic Scholar
ReplayBG: A Digital Twin-Based Methodology to Identify a Personalized Model From Type 1 Diabetes Data and Simulate Glucose Concentrations to Assess Alternative Therapies
G. Cappon, M. Vettoretti, G. Sparacino, S. Del Favero +1 more
2023IEEE Transactions on Biomedical Engineering48 citations Open access
Semantic Scholar
Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers
Amparo Güemes, G. Cappon, Bernard Hernandez, M. Reddy +3 more
2020IEEE journal of biomedical and health informatics39 citations Open access
Semantic Scholar
Heterogeneity and nearest-neighbor coupling can explain small-worldness and wave properties in pancreatic islets.
G. Cappon, M. G. Pedersen
2016Chaos39 citations Open access
Semantic Scholar
Digital Twins in Type 1 Diabetes: A Systematic Review
G. Cappon, A. Facchinetti
2024Journal of Diabetes Science and Technology35 citations Open access
Semantic Scholar
Individualized Models for Glucose Prediction in Type 1 Diabetes: Comparing Black-Box Approaches to a Physiological White-Box One
G. Cappon, Francesco Prendin, A. Facchinetti, G. Sparacino +1 more
2023IEEE Transactions on Biomedical Engineering31 citations Open access
Semantic Scholar
Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes—An In Silico Proof-of-Concept
G. Cappon, A. Facchinetti, G. Sparacino, P. Georgiou +1 more
2019Italian National Conference on Sensors26 citations Open access
Semantic Scholar
AGATA: A Toolbox for Automated Glucose Data Analysis
G. Cappon, G. Sparacino, A. Facchinetti
2023Journal of Diabetes Science and Technology22 citations Open access
Semantic Scholar
A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data
M. Atzeni, G. Cappon, J. Quint, F. Kelly +2 more
2025Scientific Reports21 citations Open access
Semantic Scholar
A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q- Learning to Improve Type 1 Diabetes Management
Giulia Noaro, Tai-Yu Zhu, G. Cappon, A. Facchinetti +1 more
2023IEEE journal of biomedical and health informatics20 citations Open access
Semantic Scholar
A Real-Time Continuous Glucose Monitoring–Based Algorithm to Trigger Hypotreatments to Prevent/Mitigate Hypoglycemic Events
Nunzio Camerlingo, M. Vettoretti, S. Del Favero, G. Cappon +2 more
2019Diabetes Technology & Therapeutics20 citations
Semantic Scholar
A Personalized and Interpretable Deep Learning Based Approach to Predict Blood Glucose Concentration in Type 1 Diabetes
G. Cappon, L. Meneghetti, Francesco Prendin, Jacopo Pavan +3 more
2020KDH@ECAI18 citations
Semantic Scholar
In Silico Assessment of Literature Insulin Bolus Calculation Methods Accounting for Glucose Rate of Change
G. Cappon, F. Marturano, M. Vettoretti, A. Facchinetti +1 more
2018Journal of Diabetes Science and Technology17 citations Open access
Semantic Scholar
An Integrated Mobile Platform for Automated Data Collection and Real-Time Patient Monitoring in Diabetes Clinical Trials
G. Cappon, L. Cossu, F. Boscari, D. Bruttomesso +2 more
2021Journal of Diabetes Science and Technology15 citations Open access
Semantic Scholar
System Architecture of TWIN: A New Digital Twin-Based Clinical Decision Support System for Type 1 Diabetes Management in Children
G. Cappon, E. Pellizzari, L. Cossu, G. Sparacino +4 more
2023International Conference on Wearable and Implantable Body Sensor Networks13 citations
Semantic Scholar
Digital Solutions to Diagnose and Manage Postbariatric Hypoglycemia
K. Schönenberger, L. Cossu, Francesco Prendin, G. Cappon +6 more
2022Frontiers in Nutrition13 citations Open access
Semantic Scholar
Personalized Machine Learning Algorithm based on Shallow Network and Error Imputation Module for an Improved Blood Glucose Prediction
Jacopo Pavan, Francesco Prendin, L. Meneghetti, G. Cappon +3 more
2020KDH@ECAI13 citations
Semantic Scholar
A “Slide Rule” to Adjust Insulin Dose Using Trend Arrows in Adults with Type 1 Diabetes: Test in Silico and in Real Life
D. Bruttomesso, F. Boscari, G. Lepore, Giulia Noaro +8 more
2021Diabetes Therapy12 citations Open access
Semantic Scholar
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
Catriona M Farrell, A. McNeilly, S. Hapca, P. A. Fournier +5 more
2023Diabetologia11 citations Open access
Semantic Scholar
drCORRECT: An Algorithm for the Preventive Administration of Postprandial Corrective Insulin Boluses in Type 1 Diabetes Management
E. Pellizzari, Francesco Prendin, G. Cappon, G. Sparacino +1 more
2023Journal of Diabetes Science and Technology10 citations
Semantic Scholar
Relationship Between Symptom Perception and Postprandial Glycemic Profiles in Patients With Postbariatric Hypoglycemia After Roux-en-Y Gastric Bypass Surgery.
Afroditi Tripyla, Antonio Ferreira, K. Schönenberger, Noah H. Näf +7 more
2023Diabetes Care8 citations Open access
Semantic Scholar
AirPredict: an eHealth platform for asthma management leveraging wearable sensors, digital diaries, and air quality monitoring to optimize patient outcomes
Michele Atzeni, L. Cossu, Sergio Gaiotti, G. Cappon +6 more
2025Frontiers Digit. Health7 citations Open access
Semantic Scholar
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
Francesco Prendin, G. Cappon, Afroditi Tripyla, D. Herzig +2 more
2022Diabetes, obesity and metabolism7 citations Open access
Semantic Scholar
A Bayesian Framework to Identify Type 1 Diabetes Physiological Models Using Easily Accessible Patient Data
G. Cappon, A. Facchinetti, G. Sparacino, S. Del Favero
2019Annual International Conference of the IEEE Engineering in Medicine and Biology Society7 citations
Semantic Scholar
Nonlinear Machine Learning Models for Insulin Bolus Estimation in Type 1 Diabetes Therapy
Giulia Noaro, G. Cappon, G. Sparacino, S. Del Favero +1 more
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society6 citations
Semantic Scholar
Systematic Review on Deep Learning Algorithms for Blood Glucose Forecasting in Type 1 Diabetes
A. Calzavara, Francesco Prendin, G. Cappon, S. Del Favero +1 more
2026IEEE journal of biomedical and health informatics5 citations Open access
Semantic Scholar
Towards a decision support system for post bariatric hypoglycaemia: development of forecasting algorithms in unrestricted daily-life conditions
Francesco Prendin, Olivia Streicher, G. Cappon, Eva-Dorothea Rolfes +3 more
2025BMC Medical Informatics and Decision Making5 citations Open access
Semantic Scholar
Adaptive and self-learning Bayesian filtering algorithm to statistically characterize and improve signal-to-noise ratio of heart-rate data in wearable devices
L. Cossu, G. Cappon, A. Facchinetti
2024Journal of the Royal Society Interface5 citations Open access
Semantic Scholar
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
Giulia Noaro, G. Cappon, G. Sparacino, F. Boscari +2 more
2021Journal of Diabetes Science and Technology4 citations Open access
Semantic Scholar
Data Augmentation via Digital Twins to Develop Personalized Deep Learning Glucose Prediction Algorithms for Type 1 Diabetes in Poor Data Context
Francesco Prendin, Andrea Facchinetti, G. Cappon
2025IEEE Transactions on Biomedical Engineering3 citations Open access
Semantic Scholar
Continuous Glucose Monitoring Among Patients With Type 1 Diabetes in Rwanda (CAPT1D) Phase I: Prospective Observational Feasibility Study
Jason Baker, G. Cappon, J. Habineza, C. Basch +8 more
2024JMIR Formative Research3 citations Open access
Semantic Scholar
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
Catriona M Farrell, G. Cappon, D. West, A. Facchinetti +1 more
2024Journal of Diabetes Science and Technology3 citations Open access
Semantic Scholar
Glu4: An open-source package for real-time forecasting and alerting post-bariatric hypoglycemia based on continuous glucose monitoring
L. Cossu, Francesco Prendin, G. Cappon, D. Herzig +2 more
2025Clinical eHealth2 citations Open access
Semantic Scholar
Automatic identification of unreported meals from continuous glucose monitoring data in individuals after bariatric surgery using a template matching algorithm
E. Pellizzari, Francesco Prendin, G. Cappon, Elena Idi +4 more
2025Scientific Reports2 citations Open access
Semantic Scholar
A Deep-Learning Based Algorithm for the Management of Hyperglycemia in Type 1 Diabetes Therapy
E. Pellizzari, Francesco Prendin, G. Cappon, G. Sparacino +1 more
2023International Conference on Wearable and Implantable Body Sensor Networks2 citations
Semantic Scholar
AirPredict - A mobile app for monitoring personal exposure to Particulate Matter and respiratory outcomes in asthma patients
Michele Atzeni, L. Cossu, Caterina Grisi, U. Semenzato +4 more
2023M-Health/e-health2 citations
Semantic Scholar
An Ensemble Learning Algorithm Based on Dynamic Voting for Targeting the Optimal Insulin Dosage in Type 1 Diabetes Management
Giulia Noaro, G. Cappon, G. Sparacino, A. Facchinetti
2021Annual International Conference of the IEEE Engineering in Medicine and Biology Society2 citations
Semantic Scholar
A New Decision Support System for Type 1 Diabetes Management
G. Cappon, Giulia Noaro, Nunzio Camerlingo, L. Cossu +2 more
2021Annual International Conference of the IEEE Engineering in Medicine and Biology Society2 citations
Semantic Scholar
A personalized and automated real-time meal detection algorithm based on continuous glucose monitoring and heart rate data for individuals with post-bariatric hypoglycemia
L. Cossu, G. Cappon, F. Wortmann, D. Herzig +2 more
2026Frontiers in Digital Health1 citations Open access
Semantic Scholar
Exploring Relationships Between Maternal Characteristics, Continuous Glucose Monitoring Data, and Neonatal Hypoglycemia in Gestational Diabetes Pregnancies Using Probabilistic Modeling.
G. Cappon, Marco Catanuso, E. Tavazzi, Karen Elkind-Hirsch +1 more
2025Journal of Diabetes Science and Technology1 citations Open access
Semantic Scholar
Development of Insulin Bolus Calculators in Type 1 Diabetes Using a Framework Based on Real-World Data, Digital Twins and Machine Learning
E. Pellizzari, G. Cappon, Giulia Nicolis, G. Sparacino +1 more
2025IEEE Transactions on Biomedical Engineering1 citations Open access
Semantic Scholar
Evaluating the Effect of Input Features on Deep Learning Models for Blood Glucose Forecasting
A. Calzavara, Francesco Prendin, G. Cappon, S. Del Favero +1 more
2025Annual International Conference of the IEEE Engineering in Medicine and Biology Society1 citations
Semantic Scholar
ATTD 2025 Oral Abstracts
A. Calzavara, Francesco Prendin, G. Cappon, Harry Emerson +372 more
2025Diabetes Technology & Therapeutics1 citations Open access
Semantic Scholar
Automated pipeline for denoising, missing data processing, and feature extraction for signals acquired via wearable devices in multiple sclerosis and amyotrophic lateral sclerosis applications
L. Cossu, G. Cappon, Andrea Facchinetti
2024Frontiers Digit. Health1 citations Open access
Semantic Scholar

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A. Facchinetti×35
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A. Facchinetti — researcher profile on SciRah
G. Sparacino×26
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G. Sparacino — researcher profile on SciRah
Francesco Prendin×16
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S. Del Favero×12
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×11

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L. Cossu — researcher profile on SciRah

M. Vettoretti×9

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Andrea Facchinetti×8

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Giulia Noaro×7

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