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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

Journal of Diabetes Science and Technology

Nov 9, 2019

Navid ResalatPeter G Jacobs

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Abstract

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 ...read more

Mentioned in this Paper

Diabetes Mellitus, Insulin-Dependent
Heart
Heart Rate
Hypoglycemia
Insulin
Persons
Evaluation
Reactive Hypoglycemia
Pancreas, Artificial
Adaptation
5
6
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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

Journal of Diabetes Science and Technology

Nov 9, 2019

Navid ResalatPeter G Jacobs

PMID: 31595784

DOI: 10.1177/1932296819881467

Abstract

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 ...read more

Mentioned in this Paper

Diabetes Mellitus, Insulin-Dependent
Heart
Heart Rate
Hypoglycemia
Insulin
5
6

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Paper Details
References
  • References21
  • Citations
123
  • References21
  • Citations
  • quote and clock

    No citations available

    This paper may not have been cited yet.

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