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

Authors: Fathi, Anas El, Pryor, Elliott, Breton, Marc D.

Subject Terms: Quantitative Biology - Quantitative Methods, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2406.14579

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

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

Source: 2023 IEEE Conference on Control Technology and Applications (CCTA) Control Technology and Applications (CCTA), 2023 IEEE Conference on. :534-539 Aug, 2023

Relation: 2023 IEEE Conference on Control Technology and Applications (CCTA)

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

Authors: Colmegna, Patricio, Diaz, Jenny L., Garcia-Tirado, Jose, Breton, Marc D.

Source: 2022 IEEE 61st Conference on Decision and Control (CDC) Decision and Control (CDC), 2022 IEEE 61st Conference on. :2566-2571 Dec, 2022

Relation: 2022 IEEE 61st Conference on Decision and Control (CDC)

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

Authors: Fathi, Anas El, Breton, Marc D.

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2309.09125

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

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

Source: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2021 43rd Annual International Conference of the IEEE. :1543-1546 Nov, 2021

Relation: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

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

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

Source: 2019 American Control Conference (ACC) Control Conference (ACC), 2019 American. :4752-4758 Jul, 2019

Relation: 2019 American Control Conference (ACC)

Patient reported outcomes (PROs) and user experiences of young children with type 1 diabetes using t:slim X2 insulin pump with control-IQ technology

Authors: Hood, Korey K., Schneider-Utaka, Aika K., Reed, Zachariah W., Buckingham, Bruce A., Cobry, Erin, DeBoer, Mark D., Ekhlaspour, Laya, Schoelwer, Melissa, Paul Wadwa, R., Lum, John, Kollman, Craig, Beck, Roy W., Breton, Marc D.

Source: In Diabetes Research and Clinical Practice February 2024 208

The Virtual DCCT: Adding Continuous Glucose Monitoring to a Landmark Clinical Trial for Prediction of Microvascular Complications.

Authors: Kovatchev, Boris P., Lobo, Benjamin, Fabris, Chiara, Ganji, Mohammadreza, El Fathi, Anas, Breton, Marc D., Kanapka, Lauren, Kollman, Craig, Battelino, Tadej, Beck, Roy W.

Source: Diabetes Technology & Therapeutics; Mar2025, Vol. 27 Issue 3, p209-216, 8p

Postprandial Glucose Turnover Differs Between Adolescents and Adults With Type 1 Diabetes: Triple Tracer Mixed Meal Study.

Authors: Romeres, Davide, Ruchi, F N U, Breton, Marc D, Basu, Ananda, DeBoer, Mark D

Source: Journal of Clinical Endocrinology & Metabolism; Mar2025, Vol. 110 Issue 3, p730-738, 9p

Subject Terms: TYPE 1 diabetes, GLUCOSE, ADULTS, PRODUCTION increases, GLUCAGON

Evaluation of an Automated Priming Bolus for Improving Prandial Glucose Control in Full Closed Loop Delivery.

Authors: Moscoso-Vasquez, Marcela, Colmegna, Patricio, Barnett, Charlotte, Fuller, Morgan, Koravi, Chaitanya L.K., Brown, Sue A., DeBoer, Mark D., Breton, Marc D.

Source: Diabetes Technology & Therapeutics; Feb2025, Vol. 27 Issue 2, p93-100, 8p

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

Authors: Garcia-Tirado, Jose, Lv, Dayu, Corbett, John P., Colmegna, Patricio, Breton, Marc D.

Source: In Computer Methods and Programs in Biomedicine November 2021 211

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

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

Source: In Computer Methods and Programs in Biomedicine December 2020 197

Mapping data to virtual patients in type 1 diabetes

Authors: Colmegna, Patricio, Wang, Ke, Garcia-Tirado, Jose, Breton, Marc D.

Source: In Control Engineering Practice October 2020 103

Evening and overnight closed-loop control versus 24/7 continuous closed-loop control for type 1 diabetes: a randomised crossover trial

Authors: Kovatchev, Boris P, Kollar, Laura, Anderson, Stacey M, Barnett, Charlotte, Breton, Marc D, Carr, Kelly, Gildersleeve, Rachel, Oliveri, Mary C, Wakeman, Christian A, Brown, Sue A ^*

Source: In The Lancet Digital Health February 2020 2(2):e64-e73

Anticipating Meals with Behavioral Profiles in an Artificial Pancreas System - An Informed Multistage Model Predictive Control Approach

Authors: Corbett, John P. ^{⁎, ⁎⁎}, Colmegna, Patricio ^{⁎, ⁎⁎⁎}, Garcia-Tirado, Jose ^⁎, Breton, Marc D. ^⁎

Source: In IFAC PapersOnLine 2020 53(2):16305-16310

Method and system for the safety, analysis and supervision of insulin pump action and other modes of insulin delivery in diabetes

Closed-loop control with unannounced exercise for adults with type 1 diabetes using the Ensemble Model Predictive Control

Authors: Garcia-Tirado, Jose, Corbett, John P., Boiroux, Dimitri, Jørgensen, John Bagterp, Breton, Marc D.

Source: In Journal of Process Control August 2019 80:202-210

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

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

Source: 2006 International Conference of the IEEE Engineering in Medicine and Biology Society Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE. :315-318 Aug, 2006

Relation: 2006 International Conference of the IEEE Engineering in Medicine and Biology Society

Use of diabetes technology in children.

Authors: Schoelwer, Melissa J., DeBoer, Mark D., Breton, Marc D.

Source: Diabetologia; Oct2024, Vol. 67 Issue 10, p2075-2084, 10p

Sustained 3-Year Improvement of Glucose Control With Hybrid Closed Loop in Children With Type 1 Diabetes While Going Through Puberty.

Authors: Bismuth, Élise, Tubiana-Rufi, Nadia, Rynders, Corey A., Dalla-Vale, Fabienne, Bonnemaison, Elisabeth, Coutant, Régis, Farret, Anne, Poidvin, Amélie, Bouhours-Nouet, Natacha, Storey, Caroline, Donzeau, Aurélie, DeBoer, Mark D., Breton, Marc D., Villard, Orianne, Renard, Éric

Source: Diabetes Care; Sep2024, Vol. 47 Issue 9, p1696-1703, 8p

Subject Terms: CONTINUOUS glucose monitoring, TYPE 1 diabetes, KETOACIDOSIS, HYPOGLYCEMIA, GLUCOSE