115 citations · 135 across the 3 of their papers we have counts for
3 papers
eess.SP2020★ 115 cited
Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation
Taiyu Zhu, Kezhi Li, Pau Herrero +1
People with Type 1 diabetes (T1D) require regular exogenous infusion of insulin to maintain their blood glucose concentration in a therapeutically adequate target range. Although t…
q-bio.TO2018★ 5 cited
Enhancing Blood Glucose Prediction with Meal Absorption and Physical Exercise Information
Chengyuan Liu, Josep Vehi, Nick Oliver +2
Objective: Numerous glucose prediction algorithm have been proposed to empower type 1 diabetes (T1D) management. Most of these algorithms only account for input such as glucose, in…
cs.CV2018★ 15 cited
Convolutional Recurrent Neural Networks for Glucose Prediction
Kezhi Li, John Daniels, Chengyuan Liu +2
Control of blood glucose is essential for diabetes management. Current digital therapeutic approaches for subjects with Type 1 diabetes mellitus (T1DM) such as the artificial pancr…