| Forecasting of glucose levels and hypoglycemic events: head-to-head comparison of linear and nonlinear data-driven algorithms based on continuous glucose monitoring data only F Prendin, S Del Favero, M Vettoretti, G Sparacino, A Facchinetti Sensors 21 (5), 1647, 2021 | 48 | 2021 |
| A Personalized and Interpretable Deep Learning Based Approach to Predict Blood Glucose Concentration in Type 1 Diabetes. G Cappon, L Meneghetti, F Prendin, J Pavan, G Sparacino, S Del Favero, ... KDH@ ECAI 20, 75-79, 2020 | 19 | 2020 |
| The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP F Prendin, J Pavan, G Cappon, S Del Favero, G Sparacino, A Facchinetti Scientific reports 13 (1), 16865, 2023 | 17 | 2023 |
| Digital solutions to diagnose and manage postbariatric hypoglycemia KA Schönenberger, L Cossu, F Prendin, G Cappon, J Wu, KL Fuchs, ... Frontiers in Nutrition 9, 855223, 2022 | 10 | 2022 |
| Personalized Machine Learning Algorithm based on Shallow Network and Error Imputation Module for an Improved Blood Glucose Prediction. J Pavan, F Prendin, L Meneghetti, G Cappon, G Sparacino, A Facchinetti, ... KDH@ ECAI, 95-99, 2020 | 10 | 2020 |
| Combined use of glucose-specific model identification and alarm strategy based on prediction-funnel to improve online forecasting of hypoglycemic events S Faccioli, F Prendin, A Facchinetti, G Sparacino, S Del Favero Journal of diabetes science and technology 17 (5), 1295-1303, 2023 | 5 | 2023 |
| Individualized models for glucose prediction in type 1 diabetes: comparing black-box approaches to a physiological white-box one G Cappon, F Prendin, A Facchinetti, G Sparacino, S Del Favero IEEE Transactions on Biomedical Engineering 70 (11), 3105-3115, 2023 | 4 | 2023 |
| drCORRECT: An Algorithm for the Preventive Administration of Postprandial Corrective Insulin Boluses in Type 1 Diabetes Management E Pellizzari, F Prendin, G Cappon, G Sparacino, A Facchinetti Journal of Diabetes Science and Technology, 19322968231221768, 2023 | 2 | 2023 |
| Assessment of Seasonal Stochastic Local Models for Glucose Prediction without Meal Size Information under Free-Living Conditions F Prendin, JL Díez, S Del Favero, G Sparacino, A Facchinetti, J Bondia Sensors 22 (22), 8682, 2022 | 2 | 2022 |
| A correction insulin bolus delivery strategy for decision support systems in type 1 diabetes G Cappon, E Pighin, F Prendin, G Sparacino, A Facchinetti 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 2 | 2021 |
| A Deep-Learning Based Algorithm for the Management of Hyperglycemia in Type 1 Diabetes Therapy E Pellizzari, F Prendin, G Cappon, G Sparacino, A Facchinetti 2023 IEEE 19th International Conference on Body Sensor Networks (BSN), 1-4, 2023 | 1 | 2023 |
| 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 F Prendin, G Cappon, A Tripyla, D Herzig, L Bally, A Facchinetti Diabetes, obesity & metabolism 24 (10), 2061, 2022 | 1 | 2022 |
| Detection of compression artifacts in time-series data from continuous glucose monitoring sensors using matched filters E Idi, F Prendin, A Facchinetti, G Sparacino, S Del Favero 2023 IEEE 19th International Conference on Body Sensor Networks (BSN), 1-4, 2023 | | 2023 |
| Nutritional strategies for correcting low glucose values in patients with postbariatric hypoglycaemia: A randomized controlled three‐arm crossover trial KA Schönenberger, A Ferreira, C Stebler, F Prendin, J Gawinecka, ... Diabetes, Obesity and Metabolism 25 (10), 2853-2861, 2023 | | 2023 |
| Relationship Between Symptom Perception and Postprandial Glycemic Profiles in Patients With Postbariatric Hypoglycemia After Roux-en-Y Gastric Bypass Surgery A Tripyla, A Ferreira, KA Schönenberger, NH Näf, LE Inderbitzin, ... Diabetes care 46 (10), 1792-1798, 2023 | | 2023 |
| Prediction of blood glucose concentrations and hypoglycemic events in Type 1 Diabetes by linear and nonlinear algorithms F Prendin Università degli studi di Padova, 2023 | | 2023 |
| 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 E Pellizzari, F Prendin, G Cappon, G Sparacino, A Facchinetti Convegno Nazionale di Bioingegneria, 2023 | | 2023 |
| A preventive algorithm for the generation of post-prandial corrective insulin boluses in type 1 diabetes therapy E Pellizzari, F Prendin, G Cappon DIABETES TECHNOLOGY & THERAPEUTICS 25, A100-A100, 2023 | | 2023 |
| Characterization and prediction of postbariatric hypoglycemia from continuous glucose monitoring data F Prendin, D Herzig, A Tripyla, G Cappon, L Bally DIABETES TECHNOLOGY & THERAPEUTICS 25, A100-A100, 2023 | | 2023 |
| CHARACTERIZATION AND PREDICTION OF POST-BARIATRIC HYPOGLYCEMIA FROM CONTINUOUS GLUCOSE MONITORING DATA F Prendin, D Herzig, A Tripyla, G Cappon, L Bally, A Facchinetti DIABETES TECHNOLOGY & THERAPEUTICS 24, A142-A142, 2022 | | 2022 |
