Parameter Estimation for a Jump Diffusion Model of Type 2 Diabetic Patients in the Presence of Unannounced Meals

2021 IEEE Conference on Control Technology and Applications (CCTA)(2021)

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摘要
Type 2 diabetes (T2D) has become one of the most often encountered metabolic disorders threatening the human health. Unannounced meal intake and irregular physical activity cause abrupt changes in the blood glucose concentrations. Therefore, a reliable and accurate algorithms that account for these sudden concentration changes constitute a crucial part of automated insulin pumps and dose guiders. ...
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关键词
Parameter estimation,Monte Carlo methods,Design methodology,Insulin pumps,Markov processes,Glucose,Diabetes
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