[HTML][HTML] Advancing blood glucose prediction with neural architecture search and deep reinforcement learning for type 1 diabetics

P Domanski, A Ray, K Lafata, F Firouzi… - Biocybernetics and …, 2024 - Elsevier
For individuals with Type-1 diabetes mellitus, accurate prediction of future blood glucose
values is crucial to aid its regulation with insulin administration, tailored to the individual's …

Neural Architecture Search for Blood Glucose Prediction in Type-1 Diabetics

A Liardo, A Ray, F Firouzi, K Lafata… - 2024 IEEE 20th …, 2024 - ieeexplore.ieee.org
For subjects affected with type-1 diabetes mellitus, accurately predicting future blood
glucose values helps regulate insulin delivery. This paper introduces a dual Q-network …