PRENDIN, FRANCESCO

PRENDIN, FRANCESCO  

Dipartimento di Ingegneria dell'Informazione - DEI  

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Titolo Data di pubblicazione Autori Rivista Serie Titolo libro
A Correction Insulin Bolus Delivery Strategy for Decision Support Systems in Type 1 Diabetes 2021 Cappon, GiacomoPrendin, FrancescoSparacino, GiovanniFacchinetti, Andrea + - ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS)
A Deep-Learning Based Algorithm for the Management of Hyperglycemia in Type 1 Diabetes Therapy 2023 Pellizzari, ElisaPrendin, FrancescoCappon, GiacomoSparacino, GiovanniFacchinetti, Andrea - - 2023 IEEE 19th International Conference on Body Sensor Networks (BSN)
A personalized and interpretable deep learning based approach to predict blood glucose concentration in type 1 diabetes 2020 Cappon G.Meneghetti L.Prendin F.Pavan J.Sparacino G.Del Favero S.Facchinetti A. - CEUR WORKSHOP PROCEEDINGS CEUR Workshop Proceedings
A Predictive Algorithm for the Administration of Corrective Insulin Bolus for Decision Support Systems in Type 1 Diabetes 2022 Elisa PellizzariFrancesco PrendinGiacomo CapponAndrea Facchinetti - - EMBC 2022
A preventive algorithm for the generation of post-prandial corrective insulin boluses in type 1 diabetes therapy 2023 Elisa PellizzariFrancesco PrendinGiacomo CapponAndrea Facchinetti DIABETES TECHNOLOGY & THERAPEUTICS - The Official Journal of ATTD Advanced Technologies & Treatments for Diabetes Conference 22‐25 February 2023 I Berlin & Online
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. - - Convegno Nazionale di Bioingegneria
Assessment of Seasonal Stochastic Local Models for Glucose Prediction without Meal Size Information under Free-Living Conditions 2022 Prendin, FrancescoDel Favero, SimoneSparacino, GiovanniFacchinetti, Andrea + SENSORS - -
Characterization and prediction of postbariatric hypoglycemia from continuous glucose monitoring data 2023 F. PrendinG. Capponand A. Facchinetti + DIABETES TECHNOLOGY & THERAPEUTICS - The Official Journal of ATTD Advanced Technologies & Treatments for Diabetes Conference 22‐25 February 2023 I Berlin & Online
Combined Use of Glucose-Specific Model Identification and Alarm Strategy Based on Prediction-Funnel to Improve Online Forecasting of Hypoglycemic Events 2022 Faccioli S.Prendin F.Facchinetti A.Sparacino G.Del Favero S. JOURNAL OF DIABETES SCIENCE AND TECHNOLOGY - -
Digital Solutions to Diagnose and Manage Postbariatric Hypoglycemia 2022 Cossu L.Prendin F.Cappon G.Herzig D.Facchinetti A.Bally L. + FRONTIERS IN NUTRITION - -
drCORRECT: An Algorithm for the Preventive Administration of Postprandial Corrective Insulin Boluses in Type 1 Diabetes Management 2023 Pellizzari, ElisaPrendin, FrancescoCappon, GiacomoSparacino, GiovanniFacchinetti, Andrea JOURNAL OF DIABETES SCIENCE AND TECHNOLOGY - -
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 2021 Prendin F.Del Favero S.Vettoretti M.Sparacino G.Facchinetti A. SENSORS - -
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 2022 Prendin, FrancescoCappon, GiacomoFacchinetti, Andrea + DIABETES, OBESITY AND METABOLISM - -
Individualized Models for Glucose Prediction in Type 1 Diabetes: Comparing Black-box Approaches To a Physiological White-box One 2023 Cappon, GiacomoPrendin, FrancescoFacchinetti, AndreaSparacino, GiovanniFavero, Simone Del IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING - -
Nutritional strategies for correcting low glucose values in patients with postbariatric hypoglycaemia: A randomized controlled three-arm crossover trial 2023 Prendin, FrancescoFacchinetti, Andrea + DIABETES, OBESITY AND METABOLISM - -
Personalized machine learning algorithm based on shallow network and error imputation module for an improved blood glucose prediction 2020 Pavan J.Prendin F.Meneghetti L.Cappon G.Sparacino G.Facchinetti A.Del Favero S. - CEUR WORKSHOP PROCEEDINGS CEUR Workshop Proceedings
Prediction of blood glucose concentrations and hypoglycemic events in Type 1 Diabetes by linear and nonlinear algorithms 2023 PRENDIN, FRANCESCO - - -
Relationship Between Symptom Perception and Postprandial Glycemic Profiles in Patients With Postbariatric Hypoglycemia After Roux-en-Y Gastric Bypass Surgery 2023 Prendin, FrancescoCossu, LucaCappon, GiacomoFacchinetti, Andrea + DIABETES CARE - -
The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP 2023 Prendin F.Pavan J.Cappon G.Del Favero S.Sparacino G.Facchinetti A. SCIENTIFIC REPORTS - -