Výsledky vyhledávání - "Joseph El Youssef"

Akademický článek

Enabling fully automated insulin delivery through meal detection and size estimation using Artificial Intelligence

Autor: Clara Mosquera-Lopez, Leah M. Wilson, Joseph El Youssef, Wade Hilts, Joseph Leitschuh, Deborah Branigan, Virginia Gabo, Jae H. Eom, Jessica R. Castle, Peter G. Jacobs

Publikováno v: npj Digital Medicine, Vol 6, Iss 1, Pp 1-7 (2023)

Abstract We present a robust insulin delivery system that includes automated meal detection and carbohydrate content estimation using machine learning for meal insulin dosing called robust artificial pancreas (RAP). We conducted a randomized, single-

Externí odkaz: https://doaj.org/article/b0f5bb3f9c5748318fc161e25ae08e3a

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Akademický článek

Integrating metabolic expenditure information from wearable fitness sensors into an AI-augmented automated insulin delivery system: a randomised clinical trial

Autor: Peter G Jacobs, PhD, Navid Resalat, PhD, Wade Hilts, MS, Gavin M Young, PhD, Joseph Leitschuh, BS, Joseph Pinsonault, Joseph El Youssef, MD, Deborah Branigan, BS, Virginia Gabo, BS, Jae Eom, BS, Katrina Ramsey, MPH, Robert Dodier, PhD, Clara Mosquera-Lopez, PhD, Leah M Wilson, MD, Jessica R Castle, MD

Publikováno v: The Lancet: Digital Health, Vol 5, Iss 9, Pp e607-e617 (2023)

Summary: Background: Exercise can rapidly drop glucose in people with type 1 diabetes. Ubiquitous wearable fitness sensors are not integrated into automated insulin delivery (AID) systems. We hypothesised that an AID can automate insulin adjustments

Externí odkaz: https://doaj.org/article/4eb58a08f6904d2b8332b0d76c00bbfe

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Akademický článek

Quantifying the impact of physical activity on future glucose trends using machine learning

Autor: Nichole S. Tyler, Clara Mosquera-Lopez, Gavin M. Young, Joseph El Youssef, Jessica R. Castle, Peter G. Jacobs

Publikováno v: iScience, Vol 25, Iss 3, Pp 103888- (2022)

Summary: Prevention of hypoglycemia (glucose

Externí odkaz: https://doaj.org/article/e5aad372884b4d23a848553ea1bb6249

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Akademický článek

A statistical virtual patient population for the glucoregulatory system in type 1 diabetes with integrated exercise model.

Autor: Navid Resalat, Joseph El Youssef, Nichole Tyler, Jessica Castle, Peter G Jacobs

Publikováno v: PLoS ONE, Vol 14, Iss 7, p e0217301 (2019)

PurposeWe introduce two validated single (SH) and dual hormone (DH) mathematical models that represent an in-silico virtual patient population (VPP) for type 1 diabetes (T1D). The VPP can be used to evaluate automated insulin and glucagon delivery al

Externí odkaz: https://doaj.org/article/fef10bc694b14b0187fb011a5d6573c3

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Akademický článek

Accuracy of the Dexcom G6 Glucose Sensor during Aerobic, Resistance, and Interval Exercise in Adults with Type 1 Diabetes

Autor: Florian H. Guillot, Peter G. Jacobs, Leah M. Wilson, Joseph El Youssef, Virginia B. Gabo, Deborah L. Branigan, Nichole S. Tyler, Katrina Ramsey, Michael C. Riddell, Jessica R. Castle

Publikováno v: Biosensors, Vol 10, Iss 10, p 138 (2020)

The accuracy of continuous glucose monitoring (CGM) sensors may be significantly impacted by exercise. We evaluated the impact of three different types of exercise on the accuracy of the Dexcom G6 sensor. Twenty-four adults with type 1 diabetes on mu

Externí odkaz: https://doaj.org/article/24cfba3912074fc59674f38180acf2d5

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Akademický článek

A Review of Closed-Loop Algorithms for Glycemic Control in the Treatment of Type 1 Diabetes

Autor: Joseph El Youssef, W. Kenneth Ward, Jessica Castle

Publikováno v: Algorithms, Vol 2, Iss 1, Pp 518-532 (2009)

With the discovery of insulin came a deeper understanding of therapeutic options for one of the most devastating chronic diseases of the modern era, diabetes mellitus. The use of insulin in the treatment of diabetes, especially in those with severe i

Externí odkaz: https://doaj.org/article/46061fe6249b4a2fb4f3489564012d97

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