Browsing by Author "Paul, Ryan G."
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Barriers to diabetes self-management in a subset of New Zealand adults with Type 2 diabetes and poor glycaemic control
(Hindawi Ltd, 2021)Background. Despite the fact that there is an increasingly effective armoury of medications to treat diabetes, many people continue to have substantially elevated blood glucose levels. The purpose of this study was to ... -
Glycemic-aware metrics and oversampling techniques for predicting blood glucose levels using machine learning.
(2019)Techniques using machine learning for short term blood glucose level prediction in patients with Type 1 Diabetes are investigated. This problem is significant for the development of effective artificial pancreas technology ... -
Metaheuristic optimization of insulin infusion protocols using historical data with validation using a patient simulator
(World Scientific, 2021)Metaheuristic search algorithms are used to develop new protocols for optimal intravenous insulin infusion rate recommendations in scenarios involving hospital in-patients with Type 1 Diabetes. Two metaheuristic search ...
