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

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-center crossover trial to compare postprandial glu...

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Bibliographic Details
Main Authors: 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
Format: Article
Language:English
Published: Nature Portfolio 2023-03-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-023-00783-1