Browsing by Author "Paul, Ryan G."
Now showing items 1-2 of 2
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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 ...
