FACCHINETTI, ANDREA
FACCHINETTI, ANDREA
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
A strategy based on integer programming for optimal dosing and timing of preventive hypoglycemic treatments in type 1 diabetes management
2024 Pavan, J.; Noaro, G.; Facchinetti, A.; Salvagnin, D.; Sparacino, G.; Del Favero, S.
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.
Risk of hypoglycemia in type 1 diabetes management: An in-silico sensitivity analysis to assess and rank the quantitative impact of different behavioral factors
2024 Roversi, Chiara; Nunzio, Camerlingo; Vettoretti, Martina; Facchinetti, Andrea; Choudhary, Pratik; Sparacino, Giovanni; Del Favero, Simone
Supervised and Unsupervised Approaches for the Real-Time Detection of Undesired Insulin Suspension Caused by Malfunctions
2024 Idi, Elena; Facchinetti, Andrea; Sparacino, Giovanni; Del Favero, Simone
Unsupervised Retrospective Detection of Pressure Induced Failures in Continuous Glucose Monitoring Sensors for T1D Management
2024 Idi, Elena; Manzoni, Eleonora; Facchinetti, Andrea; Sparacino, Giovanni; Favero, Simone Del
A Markov Model of Gap Occurrence in Continuous Glucose Monitoring Data for Realistic in Silico Clinical Trials
2023 Vettoretti, Martina; Drecogna, Martina; Del Favero, Simone; Facchinetti, Andrea; Sparacino, Giovanni
A model to forecast the two-year variation of subjective wellbeing in the elderly population
2023 Trescato, I; Roversi, C; Vettoretti, M; Camillo, B; Facchinetti, Andrea
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
Artificial intelligence and machine learning for improving glycemic control in diabetes: best practices, pitfalls and opportunities
2023 Jacobs, Peter G; Herrero, Pau; Facchinetti, Andrea; Vehi, Josep; Kovatchev, Boris; Breton, Marc; Cinar, Ali; Nikita, Konstantina; Doyle, Frank; Bondia, Jorge; Battelino, Tatej; Castle, Jessica R; Zarkogianni, Konstantia; Narayan, Rahul; Mosquera-Lopez, Clara
Bayesian denoising algorithm dealing with colored, non-stationary noise in continuous glucose monitoring timeseries
2023 Camerlingo, N.; Siviero, I.; Vettoretti, M.; Sparacino, G.; Del Favero, S.; Facchinetti, A.
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
Incorporating Sparse and Quantized Carbohydrates Suggestions in Model Predictive Control for Artificial Pancreas in Type 1 Diabete
2023 Pavan, Jacopo; Salvagnin, Domenico; Facchinetti, Andrea; Sparacino, Giovanni; DEL FAVERO, Simone
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