Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation

18 May 2020 Taiyu Zhu Kezhi Li Pau Herrero Pantelis Georgiou

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 the artificial pancreas and continuous glucose monitoring have been proven to be effective in achieving closed-loop control, significant challenges still remain due to the high complexity of glucose dynamics and limitations in the technology... (read more)

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