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

Predicting Immunological Risk for Stage 1 and Stage 2 Diabetes Using a 1-Week CGM Home Test, Nocturnal Glucose Increments, and Standardized Liquid Mixed Meal Breakfasts, with Classification Enhanced by Machine Learning

Authors: Montaser, Eslam, Breton, Marc D., Brown, Sue A., DeBoer, Mark D., Kovatchev, Boris, Farhy, Leon S.

Source: Diabetes technology & therapeutics. 25(9):631-642

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100191737156.0x000001&indx=1&recIds=ETOCvdc_100191737156.0x000001

Hybrid Closed Loop Overcomes the Impact of Missed or Suboptimal Meal Boluses on Glucose Control in Children with Type 1 Diabetes Compared to Sensor-Augmented Pump Therapy

Authors: Coutant, Régis, Bismuth, Elise, Bonnemaison, Elisabeth, Dalla-Vale, Fabienne, Morinais, Paul, Perrard, Maelys, Trely, Jeanne, Faure, Nathalie, Bouhours-Nouet, Natacha, Levaillant, Lucie, Farret, Anne, Storey, Caroline, Donzeau, Aurélie, Poidvin, Amélie, Amsellem-Jager, Jessica, Place, Jérôme, Quemener, Emmanuel, Hamel, Jean François, Breton, Marc D., Tubiana-Rufi, Nadia, Renard, Eric

Source: Diabetes technology & therapeutics. 25(6):395-403

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100184443883.0x000001&indx=1&recIds=ETOCvdc_100184443883.0x000001

A Meta-Analysis of Randomized Trial Outcomes for the t:slim X2 Insulin Pump with Control-IQ Technology in Youth and Adults from Age 2 to 72

Authors: Beck, Roy W., Kanapka, Lauren G., Breton, Marc D., Brown, Sue A., Wadwa, R. Paul, Buckingham, Bruce A., Kollman, Craig, Kovatchev, Boris

Source: Diabetes technology & therapeutics. 25(5):329-342

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100181325810.0x000001&indx=1&recIds=ETOCvdc_100181325810.0x000001

Maximizing Glycemic Benefits of Using Faster Insulin Formulations in Type 1 Diabetes: In Silico Analysis Under Open- and Closed-Loop Conditions

Authors: Diaz C., Jenny L., Colmegna, Patricio, Breton, Marc D.

Source: Diabetes technology & therapeutics. 25(4):219-230

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100178866687.0x000001&indx=1&recIds=ETOCvdc_100178866687.0x000001

Outcomes of hybrid closed‐loop insulin delivery activated 24/7 versus evening and night in free‐living prepubertal children with type 1 diabetes: A multicentre, randomized clinical trial

Authors: Renard, Eric, Tubiana‐Rufi, Nadia, Bonnemaison, Elisabeth, Coutant, Régis, Dalla‐Vale, Fabienne, Bismuth, Elise, Faure, Nathalie, Bouhours‐Nouet, Natacha, Farret, Anne, Storey, Caroline, Donzeau, Aurélie, Poidvin, Amélie, Amsellem‐Jager, Jessica, Place, Jérôme, Breton, Marc D.

Source: Diabetes, obesity & metabolism. 24(3):511-521

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100140752823.0x000001&indx=1&recIds=ETOCvdc_100140752823.0x000001

Insulin Replacement Across the Menstrual Cycle in Women with Type 1 Diabetes: An In Silico Assessment of the Need for Ad Hoc Technology

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

Source: Diabetes technology & therapeutics. 24(11):832-841

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100163661012.0x000001&indx=1&recIds=ETOCvdc_100163661012.0x000001

Smartwatch gesture‐based meal reminders improve glycaemic control

Authors: Corbett, John P., Hsu, Liana, Brown, Sue A., Kollar, Laura, Vleugels, Katelijn, Buckingham, Bruce, Breton, Marc D., Lal, Rayhan A.

Source: Diabetes, obesity & metabolism. 24(8):1667-1670

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100154856300.0x000001&indx=1&recIds=ETOCvdc_100154856300.0x000001

Assessment for Predictors of Rise in Hemoglobin A1c During Extended Use of a Closed-Loop Control System

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

Source: Diabetes technology & therapeutics. 24(4):285-288

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100146831210.0x000001&indx=1&recIds=ETOCvdc_100146831210.0x000001

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

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

Predictors of Time-in-Range (70–180 mg/dL) Achieved Using a Closed-Loop Control System

Authors: Schoelwer, Melissa J., Kanapka, Lauren G., Wadwa, R. Paul, Breton, Marc D., Ruedy, Katrina J., Ekhlaspour, Laya, Forlenza, Gregory P., Cobry, Erin C., Messer, Laurel H., Cengiz, Eda, Jost, Emily, Carria, Lori, Emory, Emma, Hsu, Liana J., Weinzimer, Stuart A., Buckingham, Bruce A., Lal, Rayhan A., Oliveri, Mary Clancy, Kollman, Craig C., Dokken, Betsy B., Cherñavvsky, Daniel R., Beck, Roy W., DeBoer, Mark D.

Source: Diabetes technology & therapeutics. 23(7):475-481

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100122485628.0x000001&indx=1&recIds=ETOCvdc_100122485628.0x000001

One Year Real-World Use of the Control-IQ Advanced Hybrid Closed-Loop Technology

Authors: Breton, Marc D., Kovatchev, Boris P.

Source: Diabetes technology & therapeutics. 23(9):601-608

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100128217799.0x000001&indx=1&recIds=ETOCvdc_100128217799.0x000001