Marc D. Breton

According to our database, Marc D. Breton authored at least 23 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Attention Networks for Personalized Mealtime Insulin Dosing in People with Type 1 Diabetes.

Anas El Fathi, Elliott Pryor, Marc D. Breton

CoRR, 2024

2023

Evaluation of a Web-Based Simulation Tool for Self-Management Support in Type 1 Diabetes: A Pilot Study.

Patricio Colmegna, Alessandro Bisio, Ryan McFadden, Christian Wakeman, Mary Clancy Oliveri, Ralf Nass, Marc D. Breton

IEEE J. Biomed. Health Informatics, 2023

Intermittent Control for Safe Long-Acting Insulin Intensification for Type 2 Diabetes: In-Silico Experiment.

Anas El Fathi, Mohammadreza Ganji, Dimitri Boiroux, Henrik Bengtsson, Marc D. Breton

CoRR, 2023

Using Reinforcement Learning to Simplify Mealtime Insulin Dosing for People with Type 1 Diabetes: In-Silico Experiments.

Anas El Fathi, Marc D. Breton

CoRR, 2023

Intermittent Control for Safe Long-Acting Insulin Intensification for Type 2 Diabetes: In-Silico Experiments ^*.

Anas El Fathi, Mohammadreza Ganji, Dimitri Boiroux, Henrik Bengtsson, Marc D. Breton

Proceedings of the IEEE Conference on Control Technology and Applications, 2023

2022

Model Personalization in an Advanced Automated Insulin Delivery System: An In-Silico Exploration.

María F. Villa-Tamayo, Jenny L. Diaz C., Marcela Moscoso-Vasquez, Alberto Castillo, Jose F. Garcia-Tirado, Patricio Colmegna, Marc D. Breton

Proceedings of the 10th International Conference on Systems and Control, 2022

Enabling Anticipatory Response in Multi-Stage MPC Formulation for Fully Automated Artificial Pancreas System.

Patricio Colmegna, Jenny L. Diaz C., Jose F. Garcia-Tirado, Marc D. Breton

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Advanced hybrid artificial pancreas system improves on unannounced meal response - In silico comparison to currently available system.

Jose F. Garcia-Tirado, Dayu Lv, John Corbett, Patricio Colmegna, Marc D. Breton

Comput. Methods Programs Biomed., 2021

Automated Adaptation of Insulin Treatment in Type 1 Diabetes.

Chiara Fabris, Thibault Gautier, Marc D. Breton

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Modeling the variability of insulin sensitivity during the menstrual cycle in women with type 1 diabetes to adjust open-loop insulin therapy.

Jenny L. Diaz C., Eda Cengiz, Marc D. Breton, Chiara Fabris

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Automatically accounting for physical activity in insulin dosing for type 1 diabetes.

Basak Ozaslan, Stephen D. Patek, Chiara Fabris, Marc D. Breton

Comput. Methods Programs Biomed., 2020

Conformance verification for neural network models of glucose-insulin dynamics.

Taisa Kushner, Sriram Sankaranarayanan, Marc D. Breton

Proceedings of the HSCC '20: 23rd ACM International Conference on Hybrid Systems: Computation and Control, 2020

2019

Continuous Glucose Monitors and Activity Trackers to Inform Insulin Dosing in Type 1 Diabetes: The University of Virginia Contribution.

Chiara Fabris, Basak Ozaslan, Marc D. Breton

Sensors, 2019

A Logic-Based Learning Approach to Explore Diabetes Patient Behaviors.

Josephine Lamp, Simone Silvetti, Marc D. Breton, Laura Nenzi, Lu Feng

Proceedings of the Computational Methods in Systems Biology, 2019

Ensemble Model Predictive Control Strategies Can Reduce Exercise Hypoglycemia in Type 1 Diabetes: In Silico Studies.

Jose F. Garcia-Tirado, Patricio Colmegna, John Corbett, Basak Ozaslan, Marc D. Breton

Proceedings of the 2019 American Control Conference, 2019

2018

Black-box Model Identification of Physical Activity in Type-l Diabetes Patients.

Simone Faccioli, Basak Ozaslan, Jose F. Garcia-Tirado, Marc D. Breton, Simone Del Favero

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2013

Historical data enhances safety supervision system performance in T1DM insulin therapy risk management.

Colleen Hughes-Karvetski, Stephen D. Patek, Marc D. Breton, Boris P. Kovatchev

Comput. Methods Programs Biomed., 2013

Mealtime correction insulin advisor for CGM-informed insulin pen therapy.

Paul Vereshchetin, Marc D. Breton, Stephen D. Patek

Proceedings of the American Control Conference, 2013

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, Claudio Cobelli, Boris P. Kovatchev

IEEE Trans. Biomed. Eng., 2012

2011

Anticipating the next meal using meal behavioral profiles: A hybrid model-based stochastic predictive control algorithm for T1DM.

C. S. Hughes, Stephen D. Patek, Marc D. Breton, Boris P. Kovatchev

Comput. Methods Programs Biomed., 2011

Systematic method to assess microvascular recruitment using contrast-enhanced ultrasound. Application to insulin-induced capillary recruitment in subjects with T1DM.

Alice Chan, Boris P. Kovatchev, Stacey M. Anderson, Marc D. Breton

Comput. Methods Programs Biomed., 2011

2006

Clinical Assessment and Mathematical Modeling of the Accuracy of Continuous Glucose Sensors (CGS).

Boris P. Kovatchev, Christopher Ryan King, Marc D. Breton, Stacey M. Anderson, William Clarke

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Bio-Behavioral Control, Glucose Variability, and Hypoglycemia-Associated Autonomic Failure in Type 1 Diabetes (T1DM).

Marc D. Breton, Leon S. Farhy, Jennifer K. Penberthy, Boris P. Kovatchev

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006