SPARACINO, GIOVANNI
SPARACINO, GIOVANNI
Dipartimento di Ingegneria dell'Informazione - DEI
Physical Activity Measured by PAMS device Correlates with First- and Second-Order Glucose Concentration Derivatives
In corso di stampa Zecchin, Chiara; Facchinetti, Andrea; Chinmay, Manohar; Yogish C., Kudva; James A., Levine; Ananda, Basu; Sparacino, Giovanni; DALLA MAN, Chiara; Cobelli, Claudio
The impact of clinical history on the predictive performance of machine learning and deep learning models for renal complications of diabetes
2025 Dei Cas, Davide; Di Camillo, Barbara; Fadini, Gian Paolo; Sparacino, Giovanni; Longato, Enrico
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.
Characterization of Chronic Kidney Disease Progression in Patients with Diabetes via Group-Based Multi-Trajectory Modeling
2024 Guazzo, Alessandro; Longato, Enrico; Fadini, Gian Paolo; Sparacino, Giovanni; Padman, Rema; Di Camillo, Barbara
Effect of Clinical History on Predictive Model Performance for Renal Complications of Diabetes
2024 Dei Cas, Davide; DI CAMILLO, Barbara; Fadini, GIAN PAOLO; Sparacino, Giovanni; Longato, Enrico
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 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 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-based educational digital system to improve standard guidelines learning in people with type 1 diabetes
2023 Cappon, G.; Burza, F.; Facchinetti, A.; Del Favero, S.; Sparacino, G.; Vettoretti, and M.
AGATA: A Toolbox for Automated Glucose Data Analysis
2023 Cappon, Giacomo; Sparacino, Giovanni; 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.
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.
Dealing with Data Scarcity in Rare Diseases: Dynamic Bayesian Networks and Transfer Learning to Develop Prognostic Models of Amyotrophic Lateral Sclerosis
2023 Longato, Enrico; Tavazzi, Erica; Chió, Adriano; Mora, Gabriele; Sparacino, Giovanni; Di Camillo, Barbara
Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits' text
2023 Guazzo, Alessandro; Longato, Enrico; Fadini, Gian Paolo; Morieri, Mario Luca; Sparacino, Giovanni; Di Camillo, Barbara
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.
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
Dynamic Bayesian Networks and Transfer Learning Enable the Development of Deep Sequence-Based Models on Small-Sample Data
2023 Longato, E.; Tavazzi, E.; Chio, A.; Sparacino, G.; Di Camillo, B.
EEG Microstates as a Signature of Hemispheric Lateralization in Stroke
2023 Rubega, Maria; Facca, Massimiliano; Curci, Vittorio; Sparacino, Giovanni; Molteni, Franco; Guanziroli, Eleonora; Masiero, Stefano; Formaggio, Emanuela; Del Felice, Alessandra