Blood Glucose Prediction Using Artificial Neural Networks Trained with the AIDA Diabetes Simulator: A Proof-of-Concept Pilot Study

@article{Robertson2011BloodGP,
  title={Blood Glucose Prediction Using Artificial Neural Networks Trained with the AIDA Diabetes Simulator: A Proof-of-Concept Pilot Study},
  author={Gavin Robertson and Eldon D. Lehmann and William A. Sandham and David J. Hamilton},
  journal={J. Electrical and Computer Engineering},
  year={2011},
  volume={2011},
  pages={681786:1-681786:11}
}
Diabetes mellitus is a major, and increasing, global problem. However, it has been shown that, through good management of blood glucose levels (BGLs), the associated and costly complications can be reduced significantly. In this pilot study, Elman recurrent artificial neural networks (ANNs) were used to make BGL predictions based on a history of BGLs, meal… CONTINUE READING