Uncertainty quantification in neural network-based glucose prediction for diabetes

Hai Siong Tan, Rafe McBeth

In this work, we investigate uncertainty-aware neural network models for blood glucose prediction and adverse glycemic event identification in Type 1 diabetes. We consider three fa…