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
Addressing Current Unmet Clinical Needs by Co-Designing a Novel Web Interface for Decision Support in Pediatric Type 1 Diabetes
2025 Cossu, L.; Cappon, G.; Pellizzari, E.; Deodati, A.; Schiaffini, R.; Cianfarani, S.; Sparacino, G.; Facchinetti, A.
Autoencoder-Based Detection of Insulin Pump Faults in Type 1 Diabetes Treatment
2025 Idi, Elena; Prendin, Francesco; Sparacino, Giovanni; Favero, Simone Del
Comparing Supervised and Unsupervised Algorithms for the Retrospective Detection of Faults in Continuous Glucose Monitoring Sensors
2025 Idi, E.; Facchinetti, A.; Sparacino, G.; Del Favero, S.
Development of Insulin Bolus Calculators in Type 1 Diabetes using A Framework Based on Real-world Data, Digital Twins and Machine Learning
2025 Pellizzari, Elisa; Cappon, Giacomo; Nicolis, Giulia; Sparacino, Giovanni; Facchinetti, Andrea
DIGITAL TWIN-BASED OPTIMIZATION OF BASAL INSULIN IN PEDIATRIC PATIENTS: A FEASIBILITY STUDY
2025 Pellizzari, E; Cappon, G; Sparacino, G; Facchinetti, A
Digital-twin based optimization of bolus insulin dosing in pediatric type 1 diabetes: An in silico feasibility study
2025 Pellizzari, E.; Cappon, G.; Sparacino, G.; Deodati, A.; Schiaffini, R.; Cianfarani, S.; Facchinetti, A.
EEG difference in the Higuchi fractal dimension of wakefulness and sleep from birth to adolescence
2025 Colussi, Francesco; Favaro, Jacopo; Ancona, Claudio; Passarotto, Edoardo; Pelizza, Maria Federica; Lorenzon, Eleonora; Ruzzante, Simone; Masiero, Stefano; Perilongo, Giorgio; Sparacino, Giovanni; Toldo, Irene; Sartori, Stefano; Rubega, Maria
Enhancing pediatric type 1 diabetes therapy using TWIN, a clinical decision support system based on digital twins
2025 Cossu, L.; Pellizzari, E.; Cappon, G.; Deodati, A.; Schiaffini, R.; Sparacino, G.; Cianfarani, S.; Facchinetti, A.
Impact of Inaccurate Meal Announcements on Glycaemia Control with or without an Artificial Pancreas
2025 Cester, Lorenzo; Idi, Elena; Facchinetti, Andrea; Sparacino, Giovanni; Del Favero, Simone
Machine Learning Diagnostic Models of Prediabetes and Type 2 Diabetes using Continuous Glucose Monitoring data
2025 Gastaldello, Alberto; Cappon, Giacomo; Vettoretti, Martina; Sparacino, Giovanni; Facchinetti, Andrea
Regularized Denoising Method for Retrospective Detection of Pressure Induced Artifacts in Continuous Glucose Monitoring Sensors Data
2025 Manzoni, Eleonora; Idi, Elena; Camerlingo, Nunzio; Facchinetti, Andrea; Sparacino, Giovanni; Favero, Simone Del
State of consciousness classification in pediatric subjects using SVM with both linear and nonlinear EEG features
2025 Colussi, F.; Favaro, J.; Ancona, C.; Passarotto, E.; Masiero, S.; Sparacino, G.; Toldo, I.; Sartori, S.; Rubega, M.
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