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Adaptive Control of an Artificial Pancreas Using Model Identification, Adaptive Postprandial Insulin Delivery, and Heart Rate and Accelerometry as Control Inputs

BACKGROUND: People with type 1 diabetes (T1D) have varying sensitivities to insulin and also varying responses to meals and exercise. We introduce a new adaptive run-to-run model predictive control (MPC) algorithm that can be used to help people with T1D better manage their glucose levels using an a...

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Publicat a:J Diabetes Sci Technol
Autors principals: Resalat, Navid, Hilts, Wade, Youssef, Joseph El, Tyler, Nichole, Castle, Jessica R., Jacobs, Peter G.
Format: Artigo
Idioma:Inglês
Publicat: SAGE Publications 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6835177/
https://ncbi.nlm.nih.gov/pubmed/31595784
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/1932296819881467
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