Structural Identifiability of Biological Compartmental Systems. - Claudio Cobelli; Antonio M. Lepschy; Giorgio Romanin-Jacur (Optimization Techniques, 1975)

Identifiability of compartmental models: algorithms to solve an actual problem by means of symbolic calculus. - Annalisa Bossi; Livio Colussi; Claudio Cobelli; Giorgio Romanin-Jacur (SIGSAM Bull., 1980)

On the Relationship between Forrester's Schematics and Compartmental Graphs. - Claudio Cobelli; Antonio M. Lepschy; Giorgio Romanin-Jacur; Umberto Viaro (IEEE Trans. Syst. Man Cybern., 1986)

A reduced sampling schedule for estimating the parameters of the glucose minimal model from a labeled IVGTT. - Claudio Cobelli; Alfredo Ruggeri (IEEE Trans. Biomed. Eng., 1991)

A minimal input-output configuration for a priori identifiability of a compartmental model of leucine metabolism. - Maria Pia Saccomani; Claudio Cobelli (IEEE Trans. Biomed. Eng., 1993)

A stochastic deconvolution method to reconstruct insulin secretion rate after a glucose stimulus. - Giovanni Sparacino; Claudio Cobelli (IEEE Trans. Biomed. Eng., 1996)

Nonparametric input estimation in physiological systems: Problems, methods, and case studies. - Giuseppe De Nicolao; Giovanni Sparacino; Claudio Cobelli (Autom., 1997)

Global identifiability of linear compartmental models-a computer algebra algorithm. - Stefania Audoly; Leontina D'Angiò; Maria Pia Saccomani; Claudio Cobelli (IEEE Trans. Biomed. Eng., 1998)

Evaluation of compartmental and spectral analysis models of [18F]FDG kinetics for heart and brain studies with PET. - Alessandra Bertoldo; Paolo Vicini; Gianmario Sambuceti; Adriaan A. Lammertsma; Oberdan Parodi; Claudio Cobelli (IEEE Trans. Biomed. Eng., 1998)

Glucose effectiveness and insulin sensitivity from the minimal models: consequences of undermodeling assessed by Monte Carlo simulation. - Paolo Vicini; Andrea Caumo; Claudio Cobelli (IEEE Trans. Biomed. Eng., 1999)

Models of subcutaneous insulin kinetics. A critical review. - Gianluca Nucci; Claudio Cobelli (Comput. Methods Programs Biomed., 2000)

Maximum-likelihood versus maximum a posteriori parameter estimation of physiological system models: the c-peptide impulse response case study. - Giovanni Sparacino; Chiara Tombolato; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2000)

Global identifiability of nonlinear models of biological systems. - Stefania Audoly; Giuseppina Bellu; Leontina D'Angiò; Maria Pia Saccomani; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2001)

Reconstructing insulin secretion rate after a glucose stimulus by an improved stochastic deconvolution method. - Gianluigi Pillonetto; Giovanni Sparacino; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2001)

Multi-access Services for the Management of Diabetes Mellitus: The M2DM Project. - Riccardo Bellazzi; Giuliana Bensa; Eulalia Brugués; Ewart R. Carson; Claudio Cobelli; Derek G. Cramp; Giuseppe d'Annunzio; Pasquale De Cata; Alberto de Leiva; Tibor Deutsch; Pietro Fratino; Carmine Gazzaruso; et al. (AMIA, 2002)

A Bayesian approach to estimate evoked potentials. - Giovanni Sparacino; Stefano Milani; Edoardo Arslan; Claudio Cobelli (Comput. Methods Programs Biomed., 2002)

WINSTODEC: a stochastic deconvolution interactive program for physiological and pharmacokinetic systems. - Giovanni Sparacino; Gianluigi Pillonetto; Massimo Capello; Giuseppe De Nicolao; Claudio Cobelli (Comput. Methods Programs Biomed., 2002)

The oral glucose minimal model: Estimation of insulin sensitivity from a meal test. - Chiara Dalla Man; Andrea Caumo; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2002)

Bayesian two-compartment and classic single-compartment minimal models: Comparison on insulin modified IVGTT and effect of experiment reduction. - Tizano Callegari; Andrea Caumo; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2003)

"Population" approach improves parameter estimation of kinetic models from dynamic PET data. - Alessandra Bertoldo; Giovanni Sparacino; Claudio Cobelli (IEEE Trans. Medical Imaging, 2004)

Ovarian cancer identification based on dimensionality reduction for high-throughput mass spectrometry data. - J. S. Yu; Stefano Ongarello; R. Fiedler; X. W. Chen; Gianna Toffolo; Claudio Cobelli; Zlatko Trajanoski (Bioinform., 2005)

A quantization method based on threshold optimization for microarray short time series. - Barbara Di Camillo; Fátima Sánchez-Cabo; Gianna Toffolo; Sreekumaran K. Nair; Zlatko Trajanoski; Claudio Cobelli (BMC Bioinform., 2005)

Glucose Production by Deconvolution in Intravenous and Oral Glucose Tolerance Tests: Role of Output Variable. - Marco Chierici; Gianluigi Pillonetto; Gianna Toffolo; Claudio Cobelli (EMBC, 2006)

Identification of IVGTT minimal glucose model by nonlinear mixed-effects approaches. - Paolo Denti; Alessandra Bertoldo; Paolo Vicini; Claudio Cobelli (EMBC, 2006)

Reconstructing by Deconvolution Plasma Glucose from Continuous Glucose Monitoring Sensor Data. - Andrea Facchinetti; Giovanni Sparacino; Francesca Zanderigo; Claudio Cobelli (EMBC, 2006)

Mixed Meal Simulation Model of Glucose-Insulin System. - Chiara Dalla Man; Robert A. Rizza; Claudio Cobelli (EMBC, 2006)

A Model of Glucose Production During a Meal. - Chiara Dalla Man; Gianna Toffolo; Rita Basu; Robert A. Rizza; Claudio Cobelli (EMBC, 2006)

A System Model of Oral Glucose Absorption: Validation on Gold Standard Data. - Chiara Dalla Man; Michael Camilleri; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2006)

A new dynamic index of insulin sensitivity. - Gianluigi Pillonetto; Andrea Caumo; Giovanni Sparacino; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2006)

Efficient Nonparametric Population Modeling for Large Data Sets. - Giuseppe De Nicolao; Gianluigi Pillonetto; Marco Chierici; Claudio Cobelli (ACC, 2007)

Identifiability of the stochastic semi-blind deconvolution problem for a class of time-invariant linear systems. - Gianluigi Pillonetto; Claudio Cobelli (Autom., 2007)

Significance analysis of microarray transcript levels in time series experiments. - Barbara Di Camillo; Gianna Toffolo; Sreekumaran K. Nair; Laura J. Greenlund; Claudio Cobelli (BMC Bioinform., 2007)

Meal Simulation Model of the Glucose-Insulin System. - Chiara Dalla Man; Robert A. Rizza; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2007)

Glucose Concentration can be Predicted Ahead in Time From Continuous Glucose Monitoring Sensor Time-Series. - Giovanni Sparacino; Francesca Zanderigo; Stefano Corazza; Alberto Maran; Andrea Facchinetti; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2007)

Predictive power of indices derived from models of biological dynamic systems. - Gianluigi Pillonetto; Claudio Cobelli (ACC, 2008)

Fast algorithms for nonparametric population modeling of large data sets. - Gianluigi Pillonetto; Giuseppe De Nicolao; Marco Chierici; Claudio Cobelli (Autom., 2009)

Model predictive control of glucose concentration in type I diabetic patients: An in silico trial. - Lalo Magni; Davide Martino Raimondo; Chiara Dalla Man; Giuseppe De Nicolao; Boris P. Kovatchev; Claudio Cobelli (Biomed. Signal Process. Control., 2009)

Nonlinear Mixed Effects to Improve Glucose Minimal Model Parameter Estimation: A Simulation Study in Intensive and Sparse Sampling. - Paolo Denti; Alessandra Bertoldo; Paolo Vicini; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2009)

Nonlinear Stochastic Regularization to Characterize Tissue Residue Function in Bolus-Tracking MRI: Assessment and Comparison With SVD, Block-Circulant SVD, and Tikhonov. - Francesca Zanderigo; Alessandra Bertoldo; Gianluigi Pillonetto; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2009)

Retrovirus HTLV-1 Gene Circuit: A Potential Oscillator for Eukaryotes. - Alberto Corradin; Barbara Di Camillo; Francesca Rende; Vincenzo Ciminale; Gianna Toffolo; Claudio Cobelli (Pacific Symposium on Biocomputing, 2010)

SVM classification of locomotion modes using surface electromyography for applications in rehabilitation robotics. - Elena Ceseracciu; Monica Reggiani; Zimi Sawacha; Massimo Sartori; Fabiola Spolaor; Claudio Cobelli; Enrico Pagello (RO-MAN, 2010)

Use of the global-two-stage algorithm to improve parametric maps in PET imaging: Application to [11C](R)-PK11195. - Giampaolo Tomasi; Alessandra Bertoldo; Claudio Cobelli; Nicola Pavese; Yen. F. Tai; Alexander Hammers; Federico E. Turkheimer (NeuroImage, 2010)

"Smart" Continuous Glucose Monitoring Sensors: On-Line Signal Processing Issues. - Giovanni Sparacino; Andrea Facchinetti; Claudio Cobelli (Sensors, 2010)

An Online Self-Tunable Method to Denoise CGM Sensor Data. - Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2010)

Estimating fugl-meyer clinical scores in stroke survivors using wearable sensors. - Silvia Del Din; Shyamal Patel; Claudio Cobelli; Paolo Bonato (EMBC, 2011)

Detecting failures of the glucose sensor-insulin pump system: Improved overnight safety monitoring for Type-1 diabetes. - Andrea Facchinetti; Simone Del Favero; Giovanni Sparacino; Claudio Cobelli (EMBC, 2011)

Assessment of linear regression techniques for modeling multisensor data for non-invasive continuous glucose monitoring. - Mattia Zanon; Michela Riz; Giovanni Sparacino; Andrea Facchinetti; Roland E. Suri; Mark S. Talary; Claudio Cobelli (EMBC, 2011)

A new neural network approach for short-term glucose prediction using continuous glucose monitoring time-series and meal information. - Chiara Zecchin; Andrea Facchinetti; Giovanni Sparacino; Giuseppe De Nicolao; Claudio Cobelli (EMBC, 2011)

Automatic selection of arterial input function on dynamic contrast-enhanced MR images. - Denis Peruzzo; Alessandra Bertoldo; Francesca Zanderigo; Claudio Cobelli (Comput. Methods Programs Biomed., 2011)

Sensitivity Analysis of Retrovirus HTLV-1 Transactivation. - Alberto Corradin; Barbara Di Camillo; Vincenzo Ciminale; Gianna Toffolo; Claudio Cobelli (J. Comput. Biol., 2011)

Impaired gait in ankylosing spondylitis. - Silvia Del Din; Elena Carraro; Zimi Sawacha; Annamaria Guiotto; Lara Bonaldo; Stefano Masiero; Claudio Cobelli (Medical Biol. Eng. Comput., 2011)

Global-two-stage filtering of clinical PET parametric maps: Application to [11C]-(R)-PK11195. - Giampaolo Tomasi; Alessandra Bertoldo; Claudio Cobelli; Nicola Pavese; Yen. F. Tai; Alexander Hammers; Federico E. Turkheimer (NeuroImage, 2011)

Online Denoising Method to Handle Intraindividual Variability of Signal-to-Noise Ratio in Continuous Glucose Monitoring. - Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2011)

Modeling Nonsteady-State Metabolism From Arteriovenous Data. - Erica Manesso; Gianna Maria Toffolo; Rita Basu; Robert A. Rizza; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2011)

Multiscale Modeling of Insulin Secretion. - Morten Gram Pedersen; Chiara Dalla Man; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2011)

Identification of the glucose minimal model by stochastic nonlinear-mixed effects methods. - Anna Largajolli; Alessandra Bertoldo; Claudio Cobelli (EMBC, 2012)

MPC based Artificial Pancreas: Strategies for individualization and meal compensation. - P. Soru; Giuseppe De Nicolao; Chiara Toffanin; Chiara Dalla Man; Claudio Cobelli; Lalo Magni (Annu. Rev. Control., 2012)

Bag of Naïve Bayes: biomarker selection and classification from genome-wide SNP data. - Francesco Sambo; Emanuele Trifoglio; Barbara Di Camillo; Gianna Maria Toffolo; Claudio Cobelli (BMC Bioinform., 2012)

Non-invasive continuous glucose monitoring: improved accuracy of point and trend estimates of the Multisensor system. - Mattia Zanon; Giovanni Sparacino; Andrea Facchinetti; Michela Riz; Mark Talary; Roland E. Suri; Andreas Caduff; Claudio Cobelli (Medical Biol. Eng. Comput., 2012)

Italian Contributions to the Development of Continuous Glucose Monitoring Sensors for Diabetes Management. - Giovanni Sparacino; Mattia Zanon; Andrea Facchinetti; Chiara Zecchin; Alberto Maran; Claudio Cobelli (Sensors, 2012)

A Glucose-Specific Metric to Assess Predictors and Identify Models. - Simone Del Favero; Andrea Facchinetti; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2012)

Enhancing the Accuracy of Subcutaneous Glucose Sensors: A Real-Time Deconvolution-Based Approach. - Stefania Guerra; Andrea Facchinetti; Giovanni Sparacino; Giuseppe De Nicolao; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2012)

Modular Closed-Loop Control of Diabetes. - Stephen D. Patek; Lalo Magni; Eyal Dassau; Christopher W. Karvetski; Chiara Toffanin; Giuseppe De Nicolao; Simone Del Favero; Marc D. Breton; Chiara Dalla Man; Elisabeth Renard; Howard C. Zisser; Francis J. Doyle III; et al. (IEEE Trans. Biomed. Eng., 2012)

Neural Network Incorporating Meal Information Improves Accuracy of Short-Time Prediction of Glucose Concentration. - Chiara Zecchin; Andrea Facchinetti; Giovanni Sparacino; Giuseppe De Nicolao; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2012)

SimBioNeT: A Simulator of Biological Network Topology. - Barbara Di Camillo; Marco Falda; Gianna Toffolo; Claudio Cobelli (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Neural Network for Prediction of Glucose Concentration in Type 1 Diabetic Patients. - Chiara Zecchin; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli (SCAI, 2013)

Regularised Model Identification Improves Accuracy of Multisensor Systems for Noninvasive Continuous Glucose Monitoring in Diabetes Management. - Mattia Zanon; Giovanni Sparacino; Andrea Facchinetti; Mark Talary; Andreas Caduff; Claudio Cobelli (J. Appl. Math., 2013)

Non-Invasive Continuous Glucose Monitoring with Multi-Sensor Systems: A Monte Carlo-Based Methodology for Assessing Calibration Robustness. - Mattia Zanon; Giovanni Sparacino; Andrea Facchinetti; Mark Talary; Martin Mueller; Andreas Caduff; Claudio Cobelli (Sensors, 2013)

An Online Failure Detection Method of the Glucose Sensor-Insulin Pump System: Improved Overnight Safety of Type-1 Diabetic Subjects. - Andrea Facchinetti; Simone Del Favero; Giovanni Sparacino; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2013)

A data gathering framework to collect Type 2 diabetes patients data. - Arianna Dagliati; Lucia Sacchi; Mauro Bucalo; Daniele Segagni; Konstantia Zarkogianni; Antonio Martinez-Millana; Jorge Cancela; Francesco Sambo; Giuseppe Fico; Maria Teresa Meneu Barreira; Carlo Cerra; Konstantina S. Nikita; et al. (BHI, 2014)

Can continuous glucose monitoring identify risk factors in type 1 and type 2 diabetes? A literature review. - Miguel M. Isabel; Jorge Cancela; Giuseppe Fico; Andrea Facchinetti; Claudio Cobelli; María Teresa Arredondo (BHI, 2014)

Sparse Principal Component Analysis for the parsimonious description of glucose variability in diabetes. - Chiara Fabris; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli (EMBC, 2014)

ABACUS: an entropy-based cumulative bivariate statistic robust to rare variants and different direction of genotype effect. - Barbara Di Camillo; Francesco Sambo; Gianna Toffolo; Claudio Cobelli (Bioinform., 2014)

Compression and fast retrieval of SNP data. - Francesco Sambo; Barbara Di Camillo; Gianna Toffolo; Claudio Cobelli (Bioinform., 2014)

Jump neural network for online short-time prediction of blood glucose from continuous monitoring sensors and meal information. - Chiara Zecchin; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli (Comput. Methods Programs Biomed., 2014)

Advancing Our Understanding of the Glucose System via Modeling: A Perspective. - Claudio Cobelli; Chiara Dalla Man; Morten Gram Pedersen; Alessandra Bertoldo; Gianna Toffolo (IEEE Trans. Biomed. Eng., 2014)

Modeling the Glucose Sensor Error. - Andrea Facchinetti; Simone Del Favero; Giovanni Sparacino; Jessica Castle; W. Kenneth Ward; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2014)

Improving Accuracy and Precision of Glucose Sensor Profiles: Retrospective Fitting by Constrained Deconvolution. - Simone Del Favero; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2014)

A Bayesian Network for Probabilistic Reasoning and Imputation of Missing Risk Factors in Type 2 Diabetes. - Francesco Sambo; Andrea Facchinetti; Liisa Hakaste; Jasmina Kravic; Barbara Di Camillo; Giuseppe Fico; Jaakko Tuomilehto; Leif Groop; Rafael Gabriel; Tuomi Tiinamaija; Claudio Cobelli (AIME, 2015)

Improved postprandial glucose control with a customized Model Predictive Controller. - Mirko Messori; Matthew J. Ellis; Claudio Cobelli; Panagiotis D. Christofides; Lalo Magni (ACC, 2015)

Decrease of EEG Coherence during hypoglycemia in type 1 diabetic subjects. - Maria Rubega; Giovanni Sparacino; Anne-Sophie Sejling; Claus Bogh Juhl; Claudio Cobelli (EMBC, 2015)

A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes. - Francesco Sambo; Barbara Di Camillo; Alberto Franzin; Andrea Facchinetti; Liisa Hakaste; Jasmina Kravic; Giuseppe Fico; Jaakko Tuomilehto; Leif Groop; Rafael Gabriel; Tuomi Tiinamaija; Claudio Cobelli (EMBC, 2015)

Accuracy of devices for self-monitoring of blood glucose: A stochastic error model. - Martina Vettoretti; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli (EMBC, 2015)

Patient decision-making of CGM sensor driven insulin therapies in type 1 diabetes: In silico assessment. - Martina Vettoretti; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli (EMBC, 2015)

Incorporation of inhaled insulin into the FDA accepted University of Virginia/Padova Type 1 Diabetes Simulator. - Roberto Visentin; Thomas Klabunde; Marshall Grant; Chiara Dalla Man; Claudio Cobelli (EMBC, 2015)

A Dynamic Bayesian Network model for long-term simulation of clinical complications in type 1 diabetes. - Simone Marini; Emanuele Trifoglio; Nicola Barbarini; Francesco Sambo; Barbara Di Camillo; Alberto Malovini; Marco Manfrini; Claudio Cobelli; Riccardo Bellazzi (J. Biomed. Informatics, 2015)

Model of glucose sensor error components: identification and assessment for new Dexcom G4 generation devices. - Andrea Facchinetti; Simone Del Favero; Giovanni Sparacino; Claudio Cobelli (Medical Biol. Eng. Comput., 2015)

MOtoNMS: A MATLAB toolbox to process motion data for neuromusculoskeletal modeling and simulation. - Alice Mantoan; Claudio Pizzolato; Massimo Sartori; Zimi Sawacha; Claudio Cobelli; Monica Reggiani (Source Code Biol. Medicine, 2015)

Remote Blood Glucose Monitoring in mHealth Scenarios: A Review. - Giordano Lanzola; Eleonora Losiouk; Simone Del Favero; Andrea Facchinetti; Alfonso Galderisi; Silvana Quaglini; Lalo Magni; Claudio Cobelli (Sensors, 2016)

A Model for the Estimation of Hepatic Insulin Extraction After a Meal. - Francesca Piccinini; Chiara Dalla Man; Adrian Vella; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2016)

Online Calibration of Glucose Sensors From the Measured Current by a Time-Varying Calibration Function and Bayesian Priors. - Martina Vettoretti; Andrea Facchinetti; Simone Del Favero; Giovanni Sparacino; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2016)

One-Day Bayesian Cloning of Type 1 Diabetes Subjects: Toward a Single-Day UVA/Padova Type 1 Diabetes Simulator. - Roberto Visentin; Chiara Dalla Man; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2016)

A telemonitoring service supporting preterm newborns care in a neonatal intensive care unit. - Eleonora Losiouk; Giordano Lanzola; Alfonso Galderisi; Daniele Trevisanuto; Garry M. Steil; Andrea Facchinetti; Claudio Cobelli (RTSI, 2017)

Automatic adaptation of basal therapy for Type 1 diabetic patients: A Run-to-Run approach. - Chiara Toffanin; Mirko Messori; Claudio Cobelli; Lalo Magni (Biomed. Signal Process. Control., 2017)

Fault Detection in Artificial Pancreas: A Model-Free approach. - Lorenzo Meneghetti; Matteo Terzi; Gian Antonio Susto; Simone Del Favero; Claudio Cobelli (CDC, 2018)

Long-acting Insulin in Diabetes Therapy: In Silico Clinical Trials with the UVA/Padova Type 1 Diabetes Simulator*. - Roberto Visentin; Michele Schiavon; Clemens Giegerich; Thomas Klabunde; Chiara Dalla Man; Claudio Cobelli (EMBC, 2018)

Reduction of Blood Glucose Measurements to Calibrate Subcutaneous Glucose Sensors: A Bayesian Multiday Framework. - Giada Acciaroli; Martina Vettoretti; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2018)

Modeling Subcutaneous Absorption of Fast-Acting Insulin in Type 1 Diabetes. - Michele Schiavon; Chiara Dalla Man; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2018)

Toward a Run-to-Run Adaptive Artificial Pancreas: In Silico Results. - Chiara Toffanin; Roberto Visentin; Mirko Messori; Federico Di Palma; Lalo Magni; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2018)

Type-1 Diabetes Patient Decision Simulator for In Silico Testing Safety and Effectiveness of Insulin Treatments. - Martina Vettoretti; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2018)

Improving Diabetes Conventional Therapy via Machine Learning Modeling. - Eleonora Maria Aiello; Zhe Wu 004; Panagiotis D. Christofides; Chiara Toffanin; Claudio Cobelli; Lalo Magni (ACC, 2019)

Physiology-Based Run-to-Run Adaptation of Insulin to Carbohydrate Ratio Improves Type 1 Diabetes Therapy: Results from an In Silico Study. - Michele Schiavon; Chiara Dalla Man; Claudio Cobelli (ACC, 2019)

Model individualization for artificial pancreas. - Mirko Messori; Chiara Toffanin; Simone Del Favero; Giuseppe De Nicolao; Claudio Cobelli; Lalo Magni (Comput. Methods Programs Biomed., 2019)

Postprandial Glucose Regulation via KNN Meal Classification in Type 1 Diabetes. - Eleonora Maria Aiello; Chiara Toffanin; Mirko Messori; Claudio Cobelli; Lalo Magni (IEEE Control. Syst. Lett., 2019)

What do healthcare professionals need to turn risk models for type 2 diabetes into usable computerized clinical decision support systems? Lessons learned from the MOSAIC project. - Giuseppe Fico; Liss Hernández; Jorge Cancela; Arianna Dagliati; Lucia Sacchi; Antonio Martinez-Millana; Jorge Posada; Lidia Manero; Jose Verdú; Andrea Facchinetti; Manuel Ottaviano; Konstantia Zarkogianni; et al. (BMC Medical Informatics Decis. Mak., 2019)

Incorporating Long-Acting Insulin Glargine Into the UVA/Padova Type 1 Diabetes Simulator for In Silico Testing of MDI Therapies. - Roberto Visentin; Michele Schiavon; Clemens Giegerich; Thomas Klabunde; Chiara Dalla Man; Claudio Cobelli (IEEE Trans. Biomed. Eng., 2019)

Tracking the time course of reproduction number and lockdown's effect during SARS-CoV-2 epidemic: nonparametric estimation. - Gianluigi Pillonetto; Mauro Bisiacco; Giorgio Palù; Claudio Cobelli (CoRR, 2020)

Modeling Subcutaneous Absorption of Long-Acting Insulin Glargine in Type 1 Diabetes. - Michele Schiavon; Roberto Visentin; Clemens Giegerich; Thomas Klabunde; Claudio Cobelli; Chiara Dalla Man (IEEE Trans. Biomed. Eng., 2020)

Data-Driven Anomaly Recognition for Unsupervised Model-Free Fault Detection in Artificial Pancreas. - Lorenzo Meneghetti; Matteo Terzi; Simone Del Favero; Gian Antonio Susto; Claudio Cobelli (IEEE Trans. Control. Syst. Technol., 2020)

Glucose Controlin Type 2 Diabetes: In Silico Study of Sub-Optimal Adherence to Insulin Therapy. - Roberto Visentin; Claudio Cobelli; Jochen Sieber; Chiara Dalla Man (ICSC, 2022)

Closed-form expressions and nonparametric estimation of COVID-19 infection rate. - Mauro Bisiacco; Gianluigi Pillonetto; Claudio Cobelli (Autom., 2022)

A software interface for in silico testing of type 2 diabetes treatments. - Roberto Visentin; Claudio Cobelli; Chiara Dalla Man (Comput. Methods Programs Biomed., 2022)

Controlling and powering a fully implantable artificial pancreas refillable by ingestible pills. - Giulia Ballardini; Izadyar Tamadon; Daniele Guarnera; Hind Al-Haddad; Veronica Iacovacci; Francesco Mariottini; Simone Ricciardi; Alessio Cucini; Alberto Dalla Libera; Fabio Vistoli; Arianna Menciassi; Paolo Dario; et al. (EMBC, 2023)

Personalized LSTM-Based Alarm Systems for Hypoglycemia Prevention in an Intraperitoneal Artificial Pancreas. - Martina Drecogna; Claudio Cobelli; Chiara Toffanin (MED, 2024)