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Claudio Cobelli
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- affiliation: University of Padua, Italy
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2020 – today
- 2024
- [c35]Martina Drecogna, Claudio Cobelli, Chiara Toffanin:
Personalized LSTM-Based Alarm Systems for Hypoglycemia Prevention in an Intraperitoneal Artificial Pancreas. MED 2024: 233-238 - 2023
- [c34]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, Claudio Cobelli, Leonardo Ricotti:
Controlling and powering a fully implantable artificial pancreas refillable by ingestible pills. EMBC 2023: 1-7 - 2022
- [j78]Mauro Bisiacco, Gianluigi Pillonetto, Claudio Cobelli:
Closed-form expressions and nonparametric estimation of COVID-19 infection rate. Autom. 140: 110265 (2022) - [j77]Roberto Visentin, Claudio Cobelli, Chiara Dalla Man:
A software interface for in silico testing of type 2 diabetes treatments. Comput. Methods Programs Biomed. 223: 106973 (2022) - [c33]Roberto Visentin, Claudio Cobelli, Jochen Sieber, Chiara Dalla Man:
Glucose Controlin Type 2 Diabetes: In Silico Study of Sub-Optimal Adherence to Insulin Therapy. ICSC 2022: 570-575 - 2020
- [j76]Michele Schiavon, Roberto Visentin, Clemens Giegerich, Thomas Klabunde, Claudio Cobelli, Chiara Dalla Man:
Modeling Subcutaneous Absorption of Long-Acting Insulin Glargine in Type 1 Diabetes. IEEE Trans. Biomed. Eng. 67(2): 624-631 (2020) - [j75]Lorenzo Meneghetti, Matteo Terzi, Simone Del Favero, Gian Antonio Susto, Claudio Cobelli:
Data-Driven Anomaly Recognition for Unsupervised Model-Free Fault Detection in Artificial Pancreas. IEEE Trans. Control. Syst. Technol. 28(1): 33-47 (2020) - [i1]Gianluigi Pillonetto, Mauro Bisiacco, Giorgio Palù, Claudio Cobelli:
Tracking the time course of reproduction number and lockdown's effect during SARS-CoV-2 epidemic: nonparametric estimation. CoRR abs/2008.12337 (2020)
2010 – 2019
- 2019
- [j74]Mirko Messori, Chiara Toffanin, Simone Del Favero, Giuseppe De Nicolao, Claudio Cobelli, Lalo Magni:
Model individualization for artificial pancreas. Comput. Methods Programs Biomed. 171: 133-140 (2019) - [j73]Eleonora Maria Aiello, Chiara Toffanin, Mirko Messori, Claudio Cobelli, Lalo Magni:
Postprandial Glucose Regulation via KNN Meal Classification in Type 1 Diabetes. IEEE Control. Syst. Lett. 3(2): 230-235 (2019) - [j72]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, Konstantina S. Nikita, Leif Groop, Rafael Gabriel, Luca Chiovato, Vicente Traver, Juan Francisco Merino-Torres, Claudio Cobelli, Riccardo Bellazzi, María Teresa Arredondo:
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. BMC Medical Informatics Decis. Mak. 19(1): 163:1-163:16 (2019) - [j71]Roberto Visentin, Michele Schiavon, Clemens Giegerich, Thomas Klabunde, Chiara Dalla Man, Claudio Cobelli:
Incorporating Long-Acting Insulin Glargine Into the UVA/Padova Type 1 Diabetes Simulator for In Silico Testing of MDI Therapies. IEEE Trans. Biomed. Eng. 66(10): 2889-2896 (2019) - [c32]Michele Schiavon, Chiara Dalla Man, Claudio Cobelli:
Physiology-Based Run-to-Run Adaptation of Insulin to Carbohydrate Ratio Improves Type 1 Diabetes Therapy: Results from an In Silico Study. ACC 2019: 4124-4129 - [c31]Eleonora Maria Aiello, Zhe Wu, Panagiotis D. Christofides, Chiara Toffanin, Claudio Cobelli, Lalo Magni:
Improving Diabetes Conventional Therapy via Machine Learning Modeling. ACC 2019: 4136-4143 - 2018
- [j70]Chiara Toffanin, Roberto Visentin, Mirko Messori, Federico Di Palma, Lalo Magni, Claudio Cobelli:
Toward a Run-to-Run Adaptive Artificial Pancreas: In Silico Results. IEEE Trans. Biomed. Eng. 65(3): 479-488 (2018) - [j69]Giada Acciaroli, Martina Vettoretti, Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli:
Reduction of Blood Glucose Measurements to Calibrate Subcutaneous Glucose Sensors: A Bayesian Multiday Framework. IEEE Trans. Biomed. Eng. 65(3): 587-595 (2018) - [j68]Martina Vettoretti, Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli:
Type-1 Diabetes Patient Decision Simulator for In Silico Testing Safety and Effectiveness of Insulin Treatments. IEEE Trans. Biomed. Eng. 65(6): 1281-1290 (2018) - [j67]Michele Schiavon, Chiara Dalla Man, Claudio Cobelli:
Modeling Subcutaneous Absorption of Fast-Acting Insulin in Type 1 Diabetes. IEEE Trans. Biomed. Eng. 65(9): 2079-2086 (2018) - [c30]Lorenzo Meneghetti, Matteo Terzi, Gian Antonio Susto, Simone Del Favero, Claudio Cobelli:
Fault Detection in Artificial Pancreas: A Model-Free approach. CDC 2018: 303-308 - [c29]Roberto Visentin, Michele Schiavon, Clemens Giegerich, Thomas Klabunde, Chiara Dalla Man, Claudio Cobelli:
Long-acting Insulin in Diabetes Therapy: In Silico Clinical Trials with the UVA/Padova Type 1 Diabetes Simulator*. EMBC 2018: 4905-4908 - 2017
- [j66]Chiara Toffanin, Mirko Messori, Claudio Cobelli, Lalo Magni:
Automatic adaptation of basal therapy for Type 1 diabetic patients: A Run-to-Run approach. Biomed. Signal Process. Control. 31: 539-549 (2017) - [c28]Eleonora Losiouk, Giordano Lanzola, Alfonso Galderisi, Daniele Trevisanuto, Garry M. Steil, Andrea Facchinetti, Claudio Cobelli:
A telemonitoring service supporting preterm newborns care in a neonatal intensive care unit. RTSI 2017: 1-6 - 2016
- [j65]Giordano Lanzola, Eleonora Losiouk, Simone Del Favero, Andrea Facchinetti, Alfonso Galderisi, Silvana Quaglini, Lalo Magni, Claudio Cobelli:
Remote Blood Glucose Monitoring in mHealth Scenarios: A Review. Sensors 16(12): 1983 (2016) - [j64]Martina Vettoretti, Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli:
Online Calibration of Glucose Sensors From the Measured Current by a Time-Varying Calibration Function and Bayesian Priors. IEEE Trans. Biomed. Eng. 63(8): 1631-1641 (2016) - [j63]Francesca Piccinini, Chiara Dalla Man, Adrian Vella, Claudio Cobelli:
A Model for the Estimation of Hepatic Insulin Extraction After a Meal. IEEE Trans. Biomed. Eng. 63(9): 1925-1932 (2016) - [j62]Roberto Visentin, Chiara Dalla Man, Claudio Cobelli:
One-Day Bayesian Cloning of Type 1 Diabetes Subjects: Toward a Single-Day UVA/Padova Type 1 Diabetes Simulator. IEEE Trans. Biomed. Eng. 63(11): 2416-2424 (2016) - 2015
- [j61]Simone Marini, Emanuele Trifoglio, Nicola Barbarini, Francesco Sambo, Barbara Di Camillo, Alberto Malovini, Marco Manfrini, Claudio Cobelli, Riccardo Bellazzi:
A Dynamic Bayesian Network model for long-term simulation of clinical complications in type 1 diabetes. J. Biomed. Informatics 57: 369-376 (2015) - [j60]Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli:
Model of glucose sensor error components: identification and assessment for new Dexcom G4 generation devices. Medical Biol. Eng. Comput. 53(12): 1259-1269 (2015) - [j59]Alice Mantoan, Claudio Pizzolato, Massimo Sartori, Zimi Sawacha, Claudio Cobelli, Monica Reggiani:
MOtoNMS: A MATLAB toolbox to process motion data for neuromusculoskeletal modeling and simulation. Source Code Biol. Medicine 10: 12 (2015) - [c27]Francesco Sambo, Andrea Facchinetti, Liisa Hakaste, Jasmina Kravic, Barbara Di Camillo, Giuseppe Fico, Jaakko Tuomilehto, Leif Groop, Rafael Gabriel, Tuomi Tiinamaija, Claudio Cobelli:
A Bayesian Network for Probabilistic Reasoning and Imputation of Missing Risk Factors in Type 2 Diabetes. AIME 2015: 172-176 - [c26]Mirko Messori, Matthew J. Ellis, Claudio Cobelli, Panagiotis D. Christofides, Lalo Magni:
Improved postprandial glucose control with a customized Model Predictive Controller. ACC 2015: 5108-5115 - [c25]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:
A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes. EMBC 2015: 2119-2122 - [c24]Martina Vettoretti, Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli:
Accuracy of devices for self-monitoring of blood glucose: A stochastic error model. EMBC 2015: 2359-2362 - [c23]Martina Vettoretti, Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli:
Patient decision-making of CGM sensor driven insulin therapies in type 1 diabetes: In silico assessment. EMBC 2015: 2363-2366 - [c22]Maria Rubega, Giovanni Sparacino, Anne-Sophie Sejling, Claus Bogh Juhl, Claudio Cobelli:
Decrease of EEG Coherence during hypoglycemia in type 1 diabetic subjects. EMBC 2015: 2375-2378 - [c21]Roberto Visentin, Thomas Klabunde, Marshall Grant, Chiara Dalla Man, Claudio Cobelli:
Incorporation of inhaled insulin into the FDA accepted University of Virginia/Padova Type 1 Diabetes Simulator. EMBC 2015: 3250-3253 - 2014
- [j58]Barbara Di Camillo, Francesco Sambo, Gianna Toffolo, Claudio Cobelli:
ABACUS: an entropy-based cumulative bivariate statistic robust to rare variants and different direction of genotype effect. Bioinform. 30(3): 384-391 (2014) - [j57]Francesco Sambo, Barbara Di Camillo, Gianna Toffolo, Claudio Cobelli:
Compression and fast retrieval of SNP data. Bioinform. 30(21): 3078-3085 (2014) - [j56]Chiara Zecchin, Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli:
Jump neural network for online short-time prediction of blood glucose from continuous monitoring sensors and meal information. Comput. Methods Programs Biomed. 113(1): 144-152 (2014) - [j55]Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Jessica Castle, W. Kenneth Ward, Claudio Cobelli:
Modeling the Glucose Sensor Error. IEEE Trans. Biomed. Eng. 61(3): 620-629 (2014) - [j54]Simone Del Favero, Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli:
Improving Accuracy and Precision of Glucose Sensor Profiles: Retrospective Fitting by Constrained Deconvolution. IEEE Trans. Biomed. Eng. 61(4): 1044-1053 (2014) - [j53]Claudio Cobelli, Chiara Dalla Man, Morten Gram Pedersen, Alessandra Bertoldo, Gianna Toffolo:
Advancing Our Understanding of the Glucose System via Modeling: A Perspective. IEEE Trans. Biomed. Eng. 61(5): 1577-1592 (2014) - [c20]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, Claudio Cobelli, Luca Chiovato, María Teresa Arredondo, Riccardo Bellazzi:
A data gathering framework to collect Type 2 diabetes patients data. BHI 2014: 244-247 - [c19]Miguel M. Isabel, Jorge Cancela, Giuseppe Fico, Andrea Facchinetti, Claudio Cobelli, María Teresa Arredondo:
Can continuous glucose monitoring identify risk factors in type 1 and type 2 diabetes? A literature review. BHI 2014: 248-251 - [c18]Chiara Fabris, Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli:
Sparse Principal Component Analysis for the parsimonious description of glucose variability in diabetes. EMBC 2014: 6643-6646 - 2013
- [j52]Mattia Zanon, Giovanni Sparacino, Andrea Facchinetti, Mark Talary, Andreas Caduff, Claudio Cobelli:
Regularised Model Identification Improves Accuracy of Multisensor Systems for Noninvasive Continuous Glucose Monitoring in Diabetes Management. J. Appl. Math. 2013: 793869:1-793869:10 (2013) - [j51]Mattia Zanon, Giovanni Sparacino, Andrea Facchinetti, Mark Talary, Martin Mueller, Andreas Caduff, Claudio Cobelli:
Non-Invasive Continuous Glucose Monitoring with Multi-Sensor Systems: A Monte Carlo-Based Methodology for Assessing Calibration Robustness. Sensors 13(6): 7279-7295 (2013) - [j50]Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli:
An Online Failure Detection Method of the Glucose Sensor-Insulin Pump System: Improved Overnight Safety of Type-1 Diabetic Subjects. IEEE Trans. Biomed. Eng. 60(2): 406-416 (2013) - [c17]Chiara Zecchin, Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli:
Neural Network for Prediction of Glucose Concentration in Type 1 Diabetic Patients. SCAI 2013: 303-306 - 2012
- [j49]P. Soru, Giuseppe De Nicolao, Chiara Toffanin, Chiara Dalla Man, Claudio Cobelli, Lalo Magni:
MPC based Artificial Pancreas: Strategies for individualization and meal compensation. Annu. Rev. Control. 36(1): 118-128 (2012) - [j48]Francesco Sambo, Emanuele Trifoglio, Barbara Di Camillo, Gianna Maria Toffolo, Claudio Cobelli:
Bag of Naïve Bayes: biomarker selection and classification from genome-wide SNP data. BMC Bioinform. 13(S-14): S2 (2012) - [j47]Mattia Zanon, Giovanni Sparacino, Andrea Facchinetti, Michela Riz, Mark Talary, Roland E. Suri, Andreas Caduff, Claudio Cobelli:
Non-invasive continuous glucose monitoring: improved accuracy of point and trend estimates of the Multisensor system. Medical Biol. Eng. Comput. 50(10): 1047-1057 (2012) - [j46]Giovanni Sparacino, Mattia Zanon, Andrea Facchinetti, Chiara Zecchin, Alberto Maran, Claudio Cobelli:
Italian Contributions to the Development of Continuous Glucose Monitoring Sensors for Diabetes Management. Sensors 12(10): 13753-13780 (2012) - [j45]Simone Del Favero, Andrea Facchinetti, Claudio Cobelli:
A Glucose-Specific Metric to Assess Predictors and Identify Models. IEEE Trans. Biomed. Eng. 59(5): 1281-1290 (2012) - [j44]Chiara Zecchin, Andrea Facchinetti, Giovanni Sparacino, Giuseppe De Nicolao, Claudio Cobelli:
Neural Network Incorporating Meal Information Improves Accuracy of Short-Time Prediction of Glucose Concentration. IEEE Trans. Biomed. Eng. 59(6): 1550-1560 (2012) - [j43]Stefania Guerra, Andrea Facchinetti, Giovanni Sparacino, Giuseppe De Nicolao, Claudio Cobelli:
Enhancing the Accuracy of Subcutaneous Glucose Sensors: A Real-Time Deconvolution-Based Approach. IEEE Trans. Biomed. Eng. 59(6): 1658-1669 (2012) - [j42]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, Claudio Cobelli, Boris P. Kovatchev:
Modular Closed-Loop Control of Diabetes. IEEE Trans. Biomed. Eng. 59(11-1): 2986-2999 (2012) - [j41]Barbara Di Camillo, Marco Falda, Gianna Toffolo, Claudio Cobelli:
SimBioNeT: A Simulator of Biological Network Topology. IEEE ACM Trans. Comput. Biol. Bioinform. 9(2): 592-600 (2012) - [c16]Anna Largajolli, Alessandra Bertoldo, Claudio Cobelli:
Identification of the glucose minimal model by stochastic nonlinear-mixed effects methods. EMBC 2012: 5482-5485 - 2011
- [j40]Denis Peruzzo, Alessandra Bertoldo, Francesca Zanderigo, Claudio Cobelli:
Automatic selection of arterial input function on dynamic contrast-enhanced MR images. Comput. Methods Programs Biomed. 104(3): 148- (2011) - [j39]Alberto Corradin, Barbara Di Camillo, Vincenzo Ciminale, Gianna Toffolo, Claudio Cobelli:
Sensitivity Analysis of Retrovirus HTLV-1 Transactivation. J. Comput. Biol. 18(2): 183-193 (2011) - [j38]Silvia Del Din, Elena Carraro, Zimi Sawacha, Annamaria Guiotto, Lara Bonaldo, Stefano Masiero, Claudio Cobelli:
Impaired gait in ankylosing spondylitis. Medical Biol. Eng. Comput. 49(7): 801-809 (2011) - [j37]Giampaolo Tomasi, Alessandra Bertoldo, Claudio Cobelli, Nicola Pavese, Yen. F. Tai, Alexander Hammers, Federico E. Turkheimer:
Global-two-stage filtering of clinical PET parametric maps: Application to [11C]-(R)-PK11195. NeuroImage 55(3): 942-953 (2011) - [j36]Erica Manesso, Gianna Maria Toffolo, Rita Basu, Robert A. Rizza, Claudio Cobelli:
Modeling Nonsteady-State Metabolism From Arteriovenous Data. IEEE Trans. Biomed. Eng. 58(5): 1253-1259 (2011) - [j35]Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli:
Online Denoising Method to Handle Intraindividual Variability of Signal-to-Noise Ratio in Continuous Glucose Monitoring. IEEE Trans. Biomed. Eng. 58(9): 2664-2671 (2011) - [j34]Morten Gram Pedersen, Chiara Dalla Man, Claudio Cobelli:
Multiscale Modeling of Insulin Secretion. IEEE Trans. Biomed. Eng. 58(10): 3020-3023 (2011) - [c15]Mattia Zanon, Michela Riz, Giovanni Sparacino, Andrea Facchinetti, Roland E. Suri, Mark S. Talary, Claudio Cobelli:
Assessment of linear regression techniques for modeling multisensor data for non-invasive continuous glucose monitoring. EMBC 2011: 2538-2541 - [c14]Andrea Facchinetti, Simone Del Favero, Giovanni Sparacino, Claudio Cobelli:
Detecting failures of the glucose sensor-insulin pump system: Improved overnight safety monitoring for Type-1 diabetes. EMBC 2011: 4947-4950 - [c13]Chiara Zecchin, Andrea Facchinetti, Giovanni Sparacino, Giuseppe De Nicolao, Claudio Cobelli:
A new neural network approach for short-term glucose prediction using continuous glucose monitoring time-series and meal information. EMBC 2011: 5653-5656 - [c12]Silvia Del Din, Shyamal Patel, Claudio Cobelli, Paolo Bonato:
Estimating fugl-meyer clinical scores in stroke survivors using wearable sensors. EMBC 2011: 5839-5842 - 2010
- [j33]Giampaolo Tomasi, Alessandra Bertoldo, Claudio Cobelli, Nicola Pavese, Yen. F. Tai, Alexander Hammers, Federico E. Turkheimer:
Use of the global-two-stage algorithm to improve parametric maps in PET imaging: Application to [11C](R)-PK11195. NeuroImage 52(Supplement-1): S215 (2010) - [j32]Giovanni Sparacino, Andrea Facchinetti, Claudio Cobelli:
"Smart" Continuous Glucose Monitoring Sensors: On-Line Signal Processing Issues. Sensors 10(7): 6751-6772 (2010) - [j31]Andrea Facchinetti, Giovanni Sparacino, Claudio Cobelli:
An Online Self-Tunable Method to Denoise CGM Sensor Data. IEEE Trans. Biomed. Eng. 57(3): 634-641 (2010) - [c11]Alberto Corradin, Barbara Di Camillo, Francesca Rende, Vincenzo Ciminale, Gianna Toffolo, Claudio Cobelli:
Retrovirus HTLV-1 Gene Circuit: A Potential Oscillator for Eukaryotes. Pacific Symposium on Biocomputing 2010: 421-432 - [c10]Elena Ceseracciu, Monica Reggiani, Zimi Sawacha, Massimo Sartori, Fabiola Spolaor, Claudio Cobelli, Enrico Pagello:
SVM classification of locomotion modes using surface electromyography for applications in rehabilitation robotics. RO-MAN 2010: 165-170
2000 – 2009
- 2009
- [j30]Gianluigi Pillonetto, Giuseppe De Nicolao, Marco Chierici, Claudio Cobelli:
Fast algorithms for nonparametric population modeling of large data sets. Autom. 45(1): 173-179 (2009) - [j29]Lalo Magni, Davide Martino Raimondo, Chiara Dalla Man, Giuseppe De Nicolao, Boris P. Kovatchev, Claudio Cobelli:
Model predictive control of glucose concentration in type I diabetic patients: An in silico trial. Biomed. Signal Process. Control. 4(4): 338-346 (2009) - [j28]Francesca Zanderigo, Alessandra Bertoldo, Gianluigi Pillonetto, Claudio Cobelli:
Nonlinear Stochastic Regularization to Characterize Tissue Residue Function in Bolus-Tracking MRI: Assessment and Comparison With SVD, Block-Circulant SVD, and Tikhonov. IEEE Trans. Biomed. Eng. 56(5): 1287-1297 (2009) - [j27]Paolo Denti, Alessandra Bertoldo, Paolo Vicini, Claudio Cobelli:
Nonlinear Mixed Effects to Improve Glucose Minimal Model Parameter Estimation: A Simulation Study in Intensive and Sparse Sampling. IEEE Trans. Biomed. Eng. 56(9): 2156-2166 (2009) - 2008
- [c9]Gianluigi Pillonetto, Claudio Cobelli:
Predictive power of indices derived from models of biological dynamic systems. ACC 2008: 2124-2129 - 2007
- [j26]Gianluigi Pillonetto, Claudio Cobelli:
Identifiability of the stochastic semi-blind deconvolution problem for a class of time-invariant linear systems. Autom. 43(4): 647-654 (2007) - [j25]Barbara Di Camillo, Gianna Toffolo, Sreekumaran K. Nair, Laura J. Greenlund, Claudio Cobelli:
Significance analysis of microarray transcript levels in time series experiments. BMC Bioinform. 8(S-1) (2007) - [j24]Giovanni Sparacino, Francesca Zanderigo, Stefano Corazza, Alberto Maran, Andrea Facchinetti, Claudio Cobelli:
Glucose Concentration can be Predicted Ahead in Time From Continuous Glucose Monitoring Sensor Time-Series. IEEE Trans. Biomed. Eng. 54(5): 931-937 (2007) - [j23]Chiara Dalla Man, Robert A. Rizza, Claudio Cobelli:
Meal Simulation Model of the Glucose-Insulin System. IEEE Trans. Biomed. Eng. 54(10): 1740-1749 (2007) - [c8]Giuseppe De Nicolao, Gianluigi Pillonetto, Marco Chierici, Claudio Cobelli:
Efficient Nonparametric Population Modeling for Large Data Sets. ACC 2007: 2921-2926 - 2006
- [j22]Gianluigi Pillonetto, Andrea Caumo, Giovanni Sparacino, Claudio Cobelli:
A new dynamic index of insulin sensitivity. IEEE Trans. Biomed. Eng. 53(3): 369-379 (2006) - [j21]Chiara Dalla Man, Michael Camilleri, Claudio Cobelli:
A System Model of Oral Glucose Absorption: Validation on Gold Standard Data. IEEE Trans. Biomed. Eng. 53(12): 2472-2478 (2006) - [c7]Andrea Facchinetti, Giovanni Sparacino, Francesca Zanderigo, Claudio Cobelli:
Reconstructing by Deconvolution Plasma Glucose from Continuous Glucose Monitoring Sensor Data. EMBC 2006: 55-58 - [c6]Chiara Dalla Man, Robert A. Rizza, Claudio Cobelli:
Mixed Meal Simulation Model of Glucose-Insulin System. EMBC 2006: 307-310 - [c5]Marco Chierici, Gianluigi Pillonetto, Gianna Toffolo, Claudio Cobelli:
Glucose Production by Deconvolution in Intravenous and Oral Glucose Tolerance Tests: Role of Output Variable. EMBC 2006: 5045-5048 - [c4]Paolo Denti, Alessandra Bertoldo, Paolo Vicini, Claudio Cobelli:
Identification of IVGTT minimal glucose model by nonlinear mixed-effects approaches. EMBC 2006: 5049-5052 - [c3]Chiara Dalla Man, Gianna Toffolo, Rita Basu, Robert A. Rizza, Claudio Cobelli:
A Model of Glucose Production During a Meal. EMBC 2006: 5647-5650 - 2005
- [j20]J. S. Yu, Stefano Ongarello, R. Fiedler, X. W. Chen, Gianna Toffolo, Claudio Cobelli, Zlatko Trajanoski:
Ovarian cancer identification based on dimensionality reduction for high-throughput mass spectrometry data. Bioinform. 21(10): 2200-2209 (2005) - [j19]Barbara Di Camillo, Fátima Sánchez-Cabo, Gianna Toffolo, Sreekumaran K. Nair, Zlatko Trajanoski, Claudio Cobelli:
A quantization method based on threshold optimization for microarray short time series. BMC Bioinform. 6(S-4) (2005) - 2004
- [j18]Alessandra Bertoldo, Giovanni Sparacino, Claudio Cobelli:
"Population" approach improves parameter estimation of kinetic models from dynamic PET data. IEEE Trans. Medical Imaging 23(3): 297-306 (2004) - 2003
- [j17]Tizano Callegari, Andrea Caumo, Claudio Cobelli:
Bayesian two-compartment and classic single-compartment minimal models: Comparison on insulin modified IVGTT and effect of experiment reduction. IEEE Trans. Biomed. Eng. 50(12): 1301-1309 (2003) - 2002
- [j16]Giovanni Sparacino, Gianluigi Pillonetto, Massimo Capello, Giuseppe De Nicolao, Claudio Cobelli:
WINSTODEC: a stochastic deconvolution interactive program for physiological and pharmacokinetic systems. Comput. Methods Programs Biomed. 67(1): 67-77 (2002) - [j15]Giovanni Sparacino, Stefano Milani, Edoardo Arslan, Claudio Cobelli:
A Bayesian approach to estimate evoked potentials. Comput. Methods Programs Biomed. 68(3): 233-248 (2002) - [j14]Chiara Dalla Man, Andrea Caumo, Claudio Cobelli:
The oral glucose minimal model: Estimation of insulin sensitivity from a meal test. IEEE Trans. Biomed. Eng. 49(5): 419-429 (2002) - [c2]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, Angel Garcia, Tamás Gergely, Enrique J. Gómez, Fiona E. Harvey, Pietro Ferrari, Christiane Harras Friederich, M. Elena Hernando, Maged N. Kamel Boulos, Cristiana Larizza, Hans Ludekke, Monika Luebker, Alberto Maran, Gianluca Nucci, Fernando Ortiz Garcia, Cristina Pennati, Abdul V. Roudsari, Mercedes Rigla, Karsten Schutte, Mario Stefanelli:
Multi-access Services for the Management of Diabetes Mellitus: The M2DM Project. AMIA 2002 - 2001
- [j13]Stefania Audoly, Giuseppina Bellu, Leontina D'Angiò, Maria Pia Saccomani, Claudio Cobelli:
Global identifiability of nonlinear models of biological systems. IEEE Trans. Biomed. Eng. 48(1): 55-65 (2001) - [j12]Gianluigi Pillonetto, Giovanni Sparacino, Claudio Cobelli:
Reconstructing insulin secretion rate after a glucose stimulus by an improved stochastic deconvolution method. IEEE Trans. Biomed. Eng. 48(11): 1352-1354 (2001) - 2000
- [j11]Gianluca Nucci, Claudio Cobelli:
Models of subcutaneous insulin kinetics. A critical review. Comput. Methods Programs Biomed. 62(3): 249-257