PRENDIN, FRANCESCO
PRENDIN, FRANCESCO
Dipartimento di Ingegneria dell'Informazione - DEI
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
Autoencoder-Based Detection of Insulin Pump Faults in Type 1 Diabetes Treatment
2025 Idi, Elena; Prendin, Francesco; Sparacino, Giovanni; Favero, Simone Del
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.
Comparing individualization strategies of Model Predictive Control for Artificial Pancreas
2025 Cester, Lorenzo; Prendin, Francesco; Chiuso, Alessandro; Del Favero, Simone
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
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.
Evaluating the Effect of Input Features on Deep Learning Models for Blood Glucose Forecasting
2025 Calzavara, Andrea; Prendin, Francesco; Cappon, Giacomo; Del Favero, Simone; Facchinetti, Andrea
Glu4: An open-source package for real-time forecasting and alerting post-bariatric hypoglycemia based on continuous glucose monitoring
2025 Cossu, L.; Prendin, F.; Cappon, G.; Herzig, D.; Bally, L.; Facchinetti, A.
Leveraging T1DEXI Study to Develop Deep Learning Models for Predicting Blood Glucose Levels
2025 Calzavara, Andrea; Prendin, Francesco; Cappon, Giacomo; Facchinetti, Andrea
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
Towards Safe and Explainable Blood Glucose Forecasting Using Physiology-Driven Neural Networks
2025 Calzavara, Andrea; Prendin, Francesco; Cappon, Giacomo; Facchinetti, Andrea
A template matching algorithm to identify unreported meals and improve quality of data collected on post-bariatric population: a feasibility study
2024 Pellizzari, E.; Prendin, F.; Cappon, G.; Facchinetti, A.
A Deep-Learning Based Algorithm for the Management of Hyperglycemia in Type 1 Diabetes Therapy
2023 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
A preventive algorithm for the generation of post-prandial corrective insulin boluses in type 1 diabetes therapy
2023 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Facchinetti, Andrea
Algorithm based on the "dynamic risk" concept allows ahead-of-time suggestion of corrective insulin boluses in type 1 diabetes therapies employing continuous glucose monitors
2023 Pellizzari, E.; Prendin, F.; Cappon, G.; Sparacino, G.; Facchinetti, A.
Characterization and prediction of postbariatric hypoglycemia from continuous glucose monitoring data
2023 Prendin, F.; Herzig, D.; Tripyla, A.; Cappon, G.; Bally, L.; Facchinetti, and A.
Detection of compression artifacts in time-series data from continuous glucose monitoring sensors using matched filters
2023 Idi, E.; Prendin, F.; Facchinetti, A.; Sparacino, G.; Del Favero, S.
DR-CIB: an Algorithm for the Preventive Administration of Corrective Insulin Boluses in Type 1 Diabetes based on Dynamic Risk Concept and Patient-Specific Timing
2023 Pellizzari, E.; Prendin, F.; Cappon, G.; Facchinetti, A.
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
Improving the management of hyperglycemia in type 1 diabetes therapy: an algorithm for the suggestion of corrective insulin boluses based on future glucose prediction
2023 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea