Marc D. Breton

29 papers C 2Journal 16Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comparative Study of Transformer-Based Models for Multi-Horizon Blood Glucose Prediction.
CoRR
Meryem Altin Karagöz, Marc D. Breton, Anas El Fathi
2025 J jnl
Distribution-based sub-population selection (DSPS): A method for in-silico reproduction of clinical trials outcomes.
Comput. Biol. Medicine
Mohammadreza Ganji, Anas El Fathi, Chiara Fabris, Dayu Lv, Boris P. Kovatchev, Marc D. Breton
2025 — conf
Modeling Meal Absorption in Subjects Post-Roux-En-Y Gastric Bypass Surgery Leading to Post-Bariatric Hypoglycemia.
CCTA
Elaheh Mohammadi-Asl, Anas El Fathi, Marc D. Breton
2025 J jnl
Neural Networks for On-Chip Model Predictive Control: A Method to Build Optimized Training Datasets and its Application to Type-1 Diabetes.
IEEE Trans. Cybern.
Alberto Castillo, Elliott Pryor, Anas El Fathi, Boris P. Kovatchev, Marc D. Breton
2025 J jnl
Neural Networks for on-chip Model Predictive Control: a Method to Build Optimized Training Datasets and its application to Type-1 Diabetes.
CoRR
Alberto Castillo, Elliott Pryor, Anas El Fathi, Boris P. Kovatchev, Marc D. Breton
2024 J jnl
Attention Networks for Personalized Mealtime Insulin Dosing in People with Type 1 Diabetes.
CoRR
Anas El Fathi, Elliott Pryor, Marc D. Breton
2023 J jnl
Evaluation of a Web-Based Simulation Tool for Self-Management Support in Type 1 Diabetes: A Pilot Study.
IEEE J. Biomed. Health Informatics
Patricio Colmegna, Alessandro Bisio, Ryan McFadden, Christian Wakeman, Mary Clancy Oliveri, Ralf Nass, Marc D. Breton
2023 J jnl
Intermittent Control for Safe Long-Acting Insulin Intensification for Type 2 Diabetes: In-Silico Experiment.
CoRR
Anas El Fathi, Mohammadreza Ganji, Dimitri Boiroux, Henrik Bengtsson, Marc D. Breton
2023 — conf
Intermittent Control for Safe Long-Acting Insulin Intensification for Type 2 Diabetes: In-Silico Experiments
CCTA
Anas El Fathi, Mohammadreza Ganji, Dimitri Boiroux, Henrik Bengtsson, Marc D. Breton
2023 J jnl
Using Reinforcement Learning to Simplify Mealtime Insulin Dosing for People with Type 1 Diabetes: In-Silico Experiments.
CoRR
Anas El Fathi, Marc D. Breton
2022 — conf
Enabling Anticipatory Response in Multi-Stage MPC Formulation for Fully Automated Artificial Pancreas System.
CDC
Patricio Colmegna, Jenny L. Diaz C., Jose F. Garcia-Tirado, Marc D. Breton
2022 — conf
Model Personalization in an Advanced Automated Insulin Delivery System: An In-Silico Exploration.
ICSC
María F. Villa-Tamayo, Jenny L. Diaz C., Marcela Moscoso-Vasquez, Alberto Castillo, Jose F. Garcia-Tirado, Patricio Colmegna, Marc D. Breton
2021 J jnl
Advanced hybrid artificial pancreas system improves on unannounced meal response - In silico comparison to currently available system.
Comput. Methods Programs Biomed.
Jose F. Garcia-Tirado, Dayu Lv, John Corbett, Patricio Colmegna, Marc D. Breton
2021 — conf
Automated Adaptation of Insulin Treatment in Type 1 Diabetes.
EMBC
Chiara Fabris, Thibault Gautier, Marc D. Breton
2021 — conf
Modeling the variability of insulin sensitivity during the menstrual cycle in women with type 1 diabetes to adjust open-loop insulin therapy.
EMBC
Jenny L. Diaz C., Eda Cengiz, Marc D. Breton, Chiara Fabris
2020 J jnl
Automatically accounting for physical activity in insulin dosing for type 1 diabetes.
Comput. Methods Programs Biomed.
Basak Ozaslan, Stephen D. Patek, Chiara Fabris, Marc D. Breton
2020 — conf
Conformance verification for neural network models of glucose-insulin dynamics.
HSCC
Taisa Kushner, Sriram Sankaranarayanan, Marc D. Breton
2019 — conf
A Logic-Based Learning Approach to Explore Diabetes Patient Behaviors.
CMSB
Josephine Lamp, Simone Silvetti, Marc D. Breton, Laura Nenzi, Lu Feng
2019 J jnl
A Logic-Based Learning Approach to Explore Diabetes Patient Behaviors.
CoRR
Josephine Lamp, Simone Silvetti, Marc D. Breton, Laura Nenzi, Lu Feng
2019 J jnl
Continuous Glucose Monitors and Activity Trackers to Inform Insulin Dosing in Type 1 Diabetes: The University of Virginia Contribution.
Sensors
Chiara Fabris, Basak Ozaslan, Marc D. Breton
2019 C conf
Ensemble Model Predictive Control Strategies Can Reduce Exercise Hypoglycemia in Type 1 Diabetes: In Silico Studies.
ACC
Jose F. Garcia-Tirado, Patricio Colmegna, John Corbett, Basak Ozaslan, Marc D. Breton
2018 — conf
Black-box Model Identification of Physical Activity in Type-l Diabetes Patients.
EMBC
Simone Faccioli, Basak Ozaslan, Jose F. Garcia-Tirado, Marc D. Breton, Simone Del Favero
2013 J jnl
Historical data enhances safety supervision system performance in T1DM insulin therapy risk management.
Comput. Methods Programs Biomed.
Colleen Hughes-Karvetski, Stephen D. Patek, Marc D. Breton, Boris P. Kovatchev
2013 C conf
Mealtime correction insulin advisor for CGM-informed insulin pen therapy.
ACC
Paul Vereshchetin, Marc D. Breton, Stephen D. Patek
2012 J jnl
Modular Closed-Loop Control of Diabetes.
IEEE Trans. Biomed. Eng.
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
2011 J jnl
Anticipating the next meal using meal behavioral profiles: A hybrid model-based stochastic predictive control algorithm for T1DM.
Comput. Methods Programs Biomed.
C. S. Hughes, Stephen D. Patek, Marc D. Breton, Boris P. Kovatchev
2011 J jnl
Systematic method to assess microvascular recruitment using contrast-enhanced ultrasound. Application to insulin-induced capillary recruitment in subjects with T1DM.
Comput. Methods Programs Biomed.
Alice Chan, Boris P. Kovatchev, Stacey M. Anderson, Marc D. Breton
2006 — conf
Bio-Behavioral Control, Glucose Variability, and Hypoglycemia-Associated Autonomic Failure in Type 1 Diabetes (T1DM).
EMBC
Marc D. Breton, Leon S. Farhy, Jennifer K. Penberthy, Boris P. Kovatchev
2006 — conf
Clinical Assessment and Mathematical Modeling of the Accuracy of Continuous Glucose Sensors (CGS).
EMBC
Boris P. Kovatchev, Christopher Ryan King, Marc D. Breton, Stacey M. Anderson, William Clarke