SPARACINO, GIOVANNI

SPARACINO, GIOVANNI  

Dipartimento di Ingegneria dell'Informazione - DEI  

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Risultati 1 - 20 di 171 (tempo di esecuzione: 0.049 secondi).
Titolo Data di pubblicazione Autori Rivista Serie Titolo libro
Autoencoder-Based Detection of Insulin Pump Faults in Type 1 Diabetes Treatment 2025 Idi, ElenaPrendin, FrancescoSparacino, GiovanniFavero, Simone Del IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS - -
Development of Insulin Bolus Calculators in Type 1 Diabetes using A Framework Based on Real-world Data, Digital Twins and Machine Learning 2025 Pellizzari, ElisaCappon, GiacomoSparacino, GiovanniFacchinetti, Andrea + IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING - -
EEG difference in the Higuchi fractal dimension of wakefulness and sleep from birth to adolescence 2025 Colussi, FrancescoFavaro, JacopoAncona, ClaudioMasiero, StefanoSparacino, GiovanniToldo, IreneSartori, StefanoRubega, Maria + PLOS ONE - -
Quantitative assessment of human-exoskeleton integration through a neurophysiological marker of embodiment 2025 Tortora, StefanoPasinato, MariasoleBaba, AlfoncBisiacchi, PatriziaSparacino, GiovanniMenegatti, EmanueleDel Felice, Alessandra + SCIENTIFIC REPORTS - -
Regularized Denoising Method for Retrospective Detection of Pressure Induced Artifacts in Continuous Glucose Monitoring Sensors Data 2025 Idi, ElenaFacchinetti, AndreaSparacino, GiovanniFavero, Simone Del + IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING - -
The impact of clinical history on the predictive performance of machine learning and deep learning models for renal complications of diabetes 2025 Dei Cas, DavideDi Camillo, BarbaraFadini, Gian PaoloSparacino, GiovanniLongato, Enrico COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - -
A strategy based on integer programming for optimal dosing and timing of preventive hypoglycemic treatments in type 1 diabetes management 2024 Pavan, J.Facchinetti, A.Salvagnin, D.Sparacino, G.Del Favero, S. + COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - -
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, ChiaraVettoretti, MartinaFacchinetti, AndreaSparacino, GiovanniDel Favero, Simone + COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - -
Supervised and Unsupervised Approaches for the Real-Time Detection of Undesired Insulin Suspension Caused by Malfunctions 2024 Idi, ElenaFacchinetti, AndreaSparacino, GiovanniDel Favero, Simone JOURNAL OF DIABETES SCIENCE AND TECHNOLOGY - -
Unsupervised Retrospective Detection of Pressure Induced Failures in Continuous Glucose Monitoring Sensors for T1D Management 2024 Idi, ElenaFacchinetti, AndreaSparacino, GiovanniFavero, Simone Del + IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS - -
A Markov Model of Gap Occurrence in Continuous Glucose Monitoring Data for Realistic in Silico Clinical Trials 2023 Vettoretti, MartinaDel Favero, SimoneFacchinetti, AndreaSparacino, Giovanni + COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - -
AGATA: A Toolbox for Automated Glucose Data Analysis 2023 Cappon, GiacomoSparacino, GiovanniFacchinetti, Andrea JOURNAL OF DIABETES SCIENCE AND TECHNOLOGY - -
Bayesian denoising algorithm dealing with colored, non-stationary noise in continuous glucose monitoring timeseries 2023 Siviero I.Vettoretti M.Sparacino G.Del Favero S.Facchinetti A. + FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY - -
Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits' text 2023 Guazzo, AlessandroLongato, EnricoFadini, Gian PaoloMorieri, Mario LucaSparacino, GiovanniDi Camillo, Barbara SCIENTIFIC REPORTS - -
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 - -
EEG Microstates as a Signature of Hemispheric Lateralization in Stroke 2023 Rubega, MariaFacca, MassimilianoSparacino, GiovanniMasiero, StefanoFormaggio, EmanuelaDel Felice, Alessandra + BRAIN TOPOGRAPHY - -
Incorporating Sparse and Quantized Carbohydrates Suggestions in Model Predictive Control for Artificial Pancreas in Type 1 Diabete 2023 Jacopo PavanDomenico SalvagninAndrea FacchinettiGiovanni SparacinoSimone Del Favero IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY - -
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 - -
Monitoring Statistical Properties of Kalman Filter Residuals in an Artificial Pancreas to Detect Overnight Pump Malfunctions Causing Insulin Suspension 2023 Manzoni, EleonoraRampazzo, MircoFacchinetti, AndreaSparacino, GiovanniDel Favero, Simone CONTROL ENGINEERING PRACTICE - -
ReplayBG: A Digital Twin-Based Methodology to Identify a Personalized Model From Type 1 Diabetes Data and Simulate Glucose Concentrations to Assess Alternative Therapies 2023 Cappon G.Vettoretti M.Sparacino G.Del Favero S.Facchinetti A. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING - -