Glucose trend prediction model based on improved wavelet transform and gated recurrent unit

Glucose trend prediction model based on improved wavelet transform and gated recurrent unit

Glucose trend prediction based on continuous glucose monitoring (CGM) data is a crucial step in the implementation of an artificial pancreas (AP). A glucose trend prediction model with high accuracy in real-time can greatly improve the glycemic control effect of the artificial pancreas and effective...

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Bibliographic Details
Main Authors: Tao Yang, Qicheng Yang, Yibo Zhou, Chuanbiao Wen
Format: Article
Language:English
Published: AIMS Press 2023-08-01
Series:Mathematical Biosciences and Engineering
Subjects:
blood glucose trend prediction
improved wavelet transform
gated recurrent unit
continuous glucose monitoring
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023760?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023760?viewType=HTML

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