Heterogeneous temporal representation for diabetic blood glucose prediction

Heterogeneous temporal representation for diabetic blood glucose prediction

Background and aims: Blood glucose prediction (BGP) has increasingly been adopted for personalized monitoring of blood glucose levels in diabetic patients, providing valuable support for physicians in diagnosis and treatment planning. Despite the remarkable success achieved, applying BGP in multi-pa...

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Bibliographic Details
Main Authors: Yaohui Huang, Zhikai Ni, Zhenkun Lu, Xinqi He, Jinbo Hu, Boxuan Li, Houguan Ya, Yunxian Shi
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Physiology
Subjects:
continuous glucose monitoring
diabetes mellitus
time series
prediction
graph neural network
deep neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2023.1225638/full

Internet

https://www.frontiersin.org/articles/10.3389/fphys.2023.1225638/full

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