Claudio Cobelli
Orcid: 0000-0002-0169-6682Affiliations:
- University of Padua, Italy
According to our database1,
Claudio Cobelli
authored at least 114 papers
between 1975 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2003, "For contributions to the development of system models and methodology to solve physiological and medical problems.".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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on dei.unipd.it
On csauthors.net:
Bibliography
2024
Personalized LSTM-Based Alarm Systems for Hypoglycemia Prevention in an Intraperitoneal Artificial Pancreas.
Proceedings of the 32nd Mediterranean Conference on Control and Automation, 2024
2023
Controlling and powering a fully implantable artificial pancreas refillable by ingestible pills.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Comput. Methods Programs Biomed., 2022
Autom., 2022
Glucose Controlin Type 2 Diabetes: In Silico Study of Sub-Optimal Adherence to Insulin Therapy.
Proceedings of the 10th International Conference on Systems and Control, 2022
2020
Data-Driven Anomaly Recognition for Unsupervised Model-Free Fault Detection in Artificial Pancreas.
IEEE Trans. Control. Syst. Technol., 2020
IEEE Trans. Biomed. Eng., 2020
Tracking the time course of reproduction number and lockdown's effect during SARS-CoV-2 epidemic: nonparametric estimation.
CoRR, 2020
2019
Incorporating Long-Acting Insulin Glargine Into the UVA/Padova Type 1 Diabetes Simulator for In Silico Testing of MDI Therapies.
IEEE Trans. Biomed. Eng., 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.
BMC Medical Informatics Decis. Mak., 2019
IEEE Control. Syst. Lett., 2019
Comput. Methods Programs Biomed., 2019
Physiology-Based Run-to-Run Adaptation of Insulin to Carbohydrate Ratio Improves Type 1 Diabetes Therapy: Results from an In Silico Study.
Proceedings of the 2019 American Control Conference, 2019
Proceedings of the 2019 American Control Conference, 2019
2018
Type-1 Diabetes Patient Decision Simulator for In Silico Testing Safety and Effectiveness of Insulin Treatments.
IEEE Trans. Biomed. Eng., 2018
IEEE Trans. Biomed. Eng., 2018
IEEE Trans. Biomed. Eng., 2018
Reduction of Blood Glucose Measurements to Calibrate Subcutaneous Glucose Sensors: A Bayesian Multiday Framework.
IEEE Trans. Biomed. Eng., 2018
Long-acting Insulin in Diabetes Therapy: In Silico Clinical Trials with the UVA/Padova Type 1 Diabetes Simulator<sup>*</sup>.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
2017
Automatic adaptation of basal therapy for Type 1 diabetic patients: A Run-to-Run approach.
Biomed. Signal Process. Control., 2017
A telemonitoring service supporting preterm newborns care in a neonatal intensive care unit.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
2016
One-Day Bayesian Cloning of Type 1 Diabetes Subjects: Toward a Single-Day UVA/Padova Type 1 Diabetes Simulator.
IEEE Trans. Biomed. Eng., 2016
Online Calibration of Glucose Sensors From the Measured Current by a Time-Varying Calibration Function and Bayesian Priors.
IEEE Trans. Biomed. Eng., 2016
IEEE Trans. Biomed. Eng., 2016
2015
MOtoNMS: A MATLAB toolbox to process motion data for neuromusculoskeletal modeling and simulation.
Source Code Biol. Medicine, 2015
Model of glucose sensor error components: identification and assessment for new Dexcom G4 generation devices.
Medical Biol. Eng. Comput., 2015
A Dynamic Bayesian Network model for long-term simulation of clinical complications in type 1 diabetes.
J. Biomed. Informatics, 2015
Incorporation of inhaled insulin into the FDA accepted University of Virginia/Padova Type 1 Diabetes Simulator.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Patient decision-making of CGM sensor driven insulin therapies in type 1 diabetes: In silico assessment.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the American Control Conference, 2015
A Bayesian Network for Probabilistic Reasoning and Imputation of Missing Risk Factors in Type 2 Diabetes.
Proceedings of the Artificial Intelligence in Medicine, 2015
2014
Improving Accuracy and Precision of Glucose Sensor Profiles: Retrospective Fitting by Constrained Deconvolution.
IEEE Trans. Biomed. Eng., 2014
IEEE Trans. Biomed. Eng., 2014
Jump neural network for online short-time prediction of blood glucose from continuous monitoring sensors and meal information.
Comput. Methods Programs Biomed., 2014
ABACUS: an entropy-based cumulative bivariate statistic robust to rare variants and different direction of genotype effect.
Bioinform., 2014
Sparse Principal Component Analysis for the parsimonious description of glucose variability in diabetes.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Can continuous glucose monitoring identify risk factors in type 1 and type 2 diabetes? A literature review.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
An Online Failure Detection Method of the Glucose Sensor-Insulin Pump System: Improved Overnight Safety of Type-1 Diabetic Subjects.
IEEE Trans. Biomed. Eng., 2013
Non-Invasive Continuous Glucose Monitoring with Multi-Sensor Systems: A Monte Carlo-Based Methodology for Assessing Calibration Robustness.
Sensors, 2013
Regularised Model Identification Improves Accuracy of Multisensor Systems for Noninvasive Continuous Glucose Monitoring in Diabetes Management.
J. Appl. Math., 2013
Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013
2012
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
Neural Network Incorporating Meal Information Improves Accuracy of Short-Time Prediction of Glucose Concentration.
IEEE Trans. Biomed. Eng., 2012
Enhancing the Accuracy of Subcutaneous Glucose Sensors: A Real-Time Deconvolution-Based Approach.
IEEE Trans. Biomed. Eng., 2012
IEEE Trans. Biomed. Eng., 2012
Italian Contributions to the Development of Continuous Glucose Monitoring Sensors for Diabetes Management.
Sensors, 2012
Non-invasive continuous glucose monitoring: improved accuracy of point and trend estimates of the Multisensor system.
Medical Biol. Eng. Comput., 2012
Bag of Naïve Bayes: biomarker selection and classification from genome-wide SNP data.
BMC Bioinform., 2012
MPC based Artificial Pancreas: Strategies for individualization and meal compensation.
Annu. Rev. Control., 2012
Identification of the glucose minimal model by stochastic nonlinear-mixed effects methods.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
IEEE Trans. Biomed. Eng., 2011
Online Denoising Method to Handle Intraindividual Variability of Signal-to-Noise Ratio in Continuous Glucose Monitoring.
IEEE Trans. Biomed. Eng., 2011
Global-two-stage filtering of clinical PET parametric maps: Application to [<sup>11</sup>C]-(R)-PK11195.
NeuroImage, 2011
Automatic selection of arterial input function on dynamic contrast-enhanced MR images.
Comput. Methods Programs Biomed., 2011
A new neural network approach for short-term glucose prediction using continuous glucose monitoring time-series and meal information.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Assessment of linear regression techniques for modeling multisensor data for non-invasive continuous glucose monitoring.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Detecting failures of the glucose sensor-insulin pump system: Improved overnight safety monitoring for Type-1 diabetes.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
IEEE Trans. Biomed. Eng., 2010
Sensors, 2010
Use of the global-two-stage algorithm to improve parametric maps in PET imaging: Application to [11C](R)-PK11195.
NeuroImage, 2010
SVM classification of locomotion modes using surface electromyography for applications in rehabilitation robotics.
Proceedings of the 19th IEEE International Conference on Robot and Human Interactive Communication, 2010
Proceedings of the Biocomputing 2010: Proceedings of the Pacific Symposium, 2010
2009
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., 2009
Nonlinear Mixed Effects to Improve Glucose Minimal Model Parameter Estimation: A Simulation Study in Intensive and Sparse Sampling.
IEEE Trans. Biomed. Eng., 2009
Model predictive control of glucose concentration in type I diabetic patients: An in silico trial.
Biomed. Signal Process. Control., 2009
Autom., 2009
2008
Proceedings of the American Control Conference, 2008
2007
Glucose Concentration can be Predicted Ahead in Time From Continuous Glucose Monitoring Sensor Time-Series.
IEEE Trans. Biomed. Eng., 2007
BMC Bioinform., 2007
Identifiability of the stochastic semi-blind deconvolution problem for a class of time-invariant linear systems.
Autom., 2007
Proceedings of the American Control Conference, 2007
2006
IEEE Trans. Biomed. Eng., 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Reconstructing by Deconvolution Plasma Glucose from Continuous Glucose Monitoring Sensor Data.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Glucose Production by Deconvolution in Intravenous and Oral Glucose Tolerance Tests: Role of Output Variable.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
A quantization method based on threshold optimization for microarray short time series.
BMC Bioinform., 2005
Ovarian cancer identification based on dimensionality reduction for high-throughput mass spectrometry data.
Bioinform., 2005
2004
"Population" approach improves parameter estimation of kinetic models from dynamic PET data.
IEEE Trans. Medical Imaging, 2004
2003
Bayesian two-compartment and classic single-compartment minimal models: Comparison on insulin modified IVGTT and effect of experiment reduction.
IEEE Trans. Biomed. Eng., 2003
2002
IEEE Trans. Biomed. Eng., 2002
WINSTODEC: a stochastic deconvolution interactive program for physiological and pharmacokinetic systems.
Comput. Methods Programs Biomed., 2002
Comput. Methods Programs Biomed., 2002
Proceedings of the AMIA 2002, 2002
2001
Reconstructing insulin secretion rate after a glucose stimulus by an improved stochastic deconvolution method.
IEEE Trans. Biomed. Eng., 2001
IEEE Trans. Biomed. Eng., 2001
2000
Maximum-likelihood versus maximum a posteriori parameter estimation of physiological system models: the c-peptide impulse response case study.
IEEE Trans. Biomed. Eng., 2000
Comput. Methods Programs Biomed., 2000
1999
Glucose effectiveness and insulin sensitivity from the minimal models: consequences of undermodeling assessed by Monte Carlo simulation.
IEEE Trans. Biomed. Eng., 1999
1998
Evaluation of compartmental and spectral analysis models of [<sup>18</sup>F]FDG kinetics for heart and brain studies with PET.
IEEE Trans. Biomed. Eng., 1998
IEEE Trans. Biomed. Eng., 1998
1997
Nonparametric input estimation in physiological systems: Problems, methods, and case studies.
Autom., 1997
1996
A stochastic deconvolution method to reconstruct insulin secretion rate after a glucose stimulus.
IEEE Trans. Biomed. Eng., 1996
1993
A minimal input-output configuration for a priori identifiability of a compartmental model of leucine metabolism.
IEEE Trans. Biomed. Eng., 1993
1991
A reduced sampling schedule for estimating the parameters of the glucose minimal model from a labeled IVGTT.
IEEE Trans. Biomed. Eng., 1991
1986
IEEE Trans. Syst. Man Cybern., 1986
1980
Identifiability of compartmental models: algorithms to solve an actual problem by means of symbolic calculus.
SIGSAM Bull., 1980
1975
Proceedings of the Optimization Techniques: Modeling and Optimization in the Service of Man, Part 1, 1975