A New Stochastic Approach for Modeling Glycemic Disturbances in Type 2 Diabetes

Henrik Glavind Clausen,Torben Knudsen,Mohamad Al Ahdab,Tinna Bjork Aradottir,Signe Schmidt,Kirsten Nrgaard,John Leth

IEEE Transactions on Biomedical Engineering（2021）

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摘要

Objective: To improve insulin treatment in type 2 diabetes (T2D) using model-based control techniques, the underlying model needs to be individualized to each patient. Due to the impact of unknown meals, exercise and other factors on the blood glucose, it is difficult to utilize available data from continuous glucose monitors (CGMs) for model fitting and parameter estimation purpo...

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关键词

Glucose,Insulin,Data models,Stochastic processes,Diabetes,Blood,Biological system modeling

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