Marc D. Breton

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 16

Top Topics

Diabetes Mellitus

Physical Activity

Top Venues

Comput. Methods Programs Biomed.

Publications

Anas El Fathi, Elliott Pryor, Marc D. Breton
Attention Networks for Personalized Mealtime Insulin Dosing in People with Type 1 Diabetes. CoRR (2024)
Anas El Fathi, Mohammadreza Ganji, Dimitri Boiroux, Henrik Bengtsson, Marc D. Breton
Intermittent Control for Safe Long-Acting Insulin Intensification for Type 2 Diabetes: In-Silico Experiment. CoRR (2023)
Anas El Fathi, Marc D. Breton
Using Reinforcement Learning to Simplify Mealtime Insulin Dosing for People with Type 1 Diabetes: In-Silico Experiments. CoRR (2023)
Anas El Fathi, Mohammadreza Ganji, Dimitri Boiroux, Henrik Bengtsson, Marc D. Breton
. CCTA (2023)
María F. Villa-Tamayo, Jenny L. Diaz C., Marcela Moscoso-Vasquez, Alberto Castillo, Jose F. Garcia-Tirado, Patricio Colmegna, Marc D. Breton
Model Personalization in an Advanced Automated Insulin Delivery System: An In-Silico Exploration. ICSC (2022)
Patricio Colmegna, Jenny L. Diaz C., Jose F. Garcia-Tirado, Marc D. Breton
Enabling Anticipatory Response in Multi-Stage MPC Formulation for Fully Automated Artificial Pancreas System. CDC (2022)
Jenny L. Diaz C., Eda Cengiz, Marc D. Breton, Chiara Fabris
Modeling the variability of insulin sensitivity during the menstrual cycle in women with type 1 diabetes to adjust open-loop insulin therapy. EMBC (2021)
Chiara Fabris, Thibault Gautier, Marc D. Breton
Automated Adaptation of Insulin Treatment in Type 1 Diabetes. EMBC (2021)
Jose F. Garcia-Tirado, Dayu Lv, John Corbett, Patricio Colmegna, Marc D. Breton
Advanced hybrid artificial pancreas system improves on unannounced meal response - In silico comparison to currently available system. Comput. Methods Programs Biomed. 211 (2021)
Basak Ozaslan, Stephen D. Patek, Chiara Fabris, Marc D. Breton
Automatically accounting for physical activity in insulin dosing for type 1 diabetes. Comput. Methods Programs Biomed. 197 (2020)
Taisa Kushner, Sriram Sankaranarayanan, Marc D. Breton
Conformance verification for neural network models of glucose-insulin dynamics. HSCC (2020)
Josephine Lamp, Simone Silvetti, Marc D. Breton, Laura Nenzi, Lu Feng
A Logic-Based Learning Approach to Explore Diabetes Patient Behaviors. CoRR (2019)
Josephine Lamp, Simone Silvetti, Marc D. Breton, Laura Nenzi, Lu Feng
A Logic-Based Learning Approach to Explore Diabetes Patient Behaviors. CMSB (2019)
Chiara Fabris, Basak Ozaslan, Marc D. Breton
Continuous Glucose Monitors and Activity Trackers to Inform Insulin Dosing in Type 1 Diabetes: The University of Virginia Contribution. Sensors 19 (24) (2019)
Jose F. Garcia-Tirado, Patricio Colmegna, John Corbett, Basak Ozaslan, Marc D. Breton
Ensemble Model Predictive Control Strategies Can Reduce Exercise Hypoglycemia in Type 1 Diabetes: In Silico Studies. ACC (2019)
Simone Faccioli, Basak Ozaslan, Jose F. Garcia-Tirado, Marc D. Breton, Simone Del Favero
Black-box Model Identification of Physical Activity in Type-l Diabetes Patients. EMBC (2018)
Colleen Hughes-Karvetski, Stephen D. Patek, Marc D. Breton, Boris P. Kovatchev
Historical data enhances safety supervision system performance in T1DM insulin therapy risk management. Comput. Methods Programs Biomed. 109 (2) (2013)
Paul Vereshchetin, Marc D. Breton, Stephen D. Patek
Mealtime correction insulin advisor for CGM-informed insulin pen therapy. ACC (2013)
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) (2012)
Alice Chan, Boris P. Kovatchev, Stacey M. Anderson, Marc D. Breton
Systematic method to assess microvascular recruitment using contrast-enhanced ultrasound. Application to insulin-induced capillary recruitment in subjects with T1DM. Comput. Methods Programs Biomed. 102 (2) (2011)
C. S. Hughes, Stephen D. Patek, Marc D. Breton, Boris P. Kovatchev
Anticipating the next meal using meal behavioral profiles: A hybrid model-based stochastic predictive control algorithm for T1DM. Comput. Methods Programs Biomed. 102 (2) (2011)
Marc D. Breton, Leon S. Farhy, Jennifer K. Penberthy, Boris P. Kovatchev
Bio-Behavioral Control, Glucose Variability, and Hypoglycemia-Associated Autonomic Failure in Type 1 Diabetes (T1DM). EMBC (2006)
Boris P. Kovatchev, Christopher King, Marc D. Breton, Stacey M. Anderson, William Clarke
Clinical Assessment and Mathematical Modeling of the Accuracy of Continuous Glucose Sensors (CGS). EMBC (2006)