Incorporating Prior Information in Adaptive Model Predictive Control for Multivariable Artificial Pancreas Systems.

Xiaoyu SunMudassir RashidNicole HobbsRachel BrandtMohammad Reza AskariAli Cinar

Published in: Journal of diabetes science and technology (2021)

The adaptive MPC algorithm that incorporates prior knowledge in the recursive updating of the glucose prediction model can contribute to the development of fully automated artificial pancreas systems that can mitigate meal and physical activity disturbances.

Keyphrases

physical activity
machine learning
deep learning
working memory
body mass index
high throughput
health information
blood pressure
depressive symptoms
sleep quality
insulin resistance