[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 …

“Intelligent Systems for Clinical Care and Remote Patient Monitoring”

G Sannino, A Celesti, I De Falco - Sensors, 2023 - mdpi.com
The year 2020 was definitely like no other. COVID-19 shut down the world, and its spread
and resulting impact led to a global crisis of unprecedented reach and proportion. This virus …

Sirael: Virtual Metabolic Machine

T Koutny - Biomedical Materials & Devices, 2024 - Springer
A metabolic simulator is essential to reduce adverse effects of clinical studies. Moreover, it
reduces monetary costs when developing new drugs and control algorithms for new …

Blood Glucose Prediction for Type-1 Diabetics using Deep Reinforcement Learning

P Domanski, A Ray, F Firouzi, K Lafata… - … on Digital Health …, 2023 - ieeexplore.ieee.org
An accurate prediction of blood glucose levels for individuals affected with type-1 diabetes
mellitus helps to regulate blood glucose through specific insulin delivery. In our work, we …