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2020 – today
- 2024
[i4]Anas El Fathi, Elliott Pryor, Marc D. Breton:
Attention Networks for Personalized Mealtime Insulin Dosing in People with Type 1 Diabetes. CoRR abs/2406.14579 (2024)- 2023
- [j8]Patricio Colmegna
, Alessandro Bisio, Ryan McFadden, Christian Wakeman, Mary Clancy Oliveri, Ralf Nass, Marc D. Breton:
Evaluation of a Web-Based Simulation Tool for Self-Management Support in Type 1 Diabetes: A Pilot Study. IEEE J. Biomed. Health Informatics 27(1): 515-525 (2023) - [c12]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 Experiments *. CCTA 2023: 534-539 - [i3]Anas El Fathi, Marc D. Breton:
Using Reinforcement Learning to Simplify Mealtime Insulin Dosing for People with Type 1 Diabetes: In-Silico Experiments. CoRR abs/2309.09125 (2023) - [i2]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 abs/2309.09132 (2023) - 2022
- [c11]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: 2566-2571 - [c10]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: 588-593 - 2021
- [j7]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: 106401 (2021) - [c9]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: 1543-1546 - [c8]Chiara Fabris, Thibault Gautier, Marc D. Breton:
Automated Adaptation of Insulin Treatment in Type 1 Diabetes. EMBC 2021: 5039-5042 - 2020
- [j6]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: 105757 (2020) - [c7]Taisa Kushner, Sriram Sankaranarayanan, Marc D. Breton:
Conformance verification for neural network models of glucose-insulin dynamics. HSCC 2020: 13:1-13:12
2010 – 2019
- 2019
- [j5]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): 5386 (2019) - [c6]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: 4752-4758 - [c5]Josephine Lamp, Simone Silvetti, Marc D. Breton, Laura Nenzi, Lu Feng:
A Logic-Based Learning Approach to Explore Diabetes Patient Behaviors. CMSB 2019: 188-206 - [i1]Josephine Lamp, Simone Silvetti, Marc D. Breton, Laura Nenzi, Lu Feng:
A Logic-Based Learning Approach to Explore Diabetes Patient Behaviors. CoRR abs/1906.10073 (2019) - 2018
- [c4]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: 3910-3913 - 2013
- [j4]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): 220-225 (2013) - [c3]Paul Vereshchetin, Marc D. Breton, Stephen D. Patek:
Mealtime correction insulin advisor for CGM-informed insulin pen therapy. ACC 2013: 2917-2922 - 2012
- [j3]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) - 2011
- [j2]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): 138-148 (2011) - [j1]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): 219-226 (2011)
2000 – 2009
- 2006
- [c2]Boris P. Kovatchev, Christopher Ryan King, Marc D. Breton, Stacey M. Anderson, William Clarke:
Clinical Assessment and Mathematical Modeling of the Accuracy of Continuous Glucose Sensors (CGS). EMBC 2006: 71-74 - [c1]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: 315-318
Coauthor Index
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