A Function Approximation Approach to the Prediction of Blood Glucose Levels

The problem of real time prediction of blood glucose (BG) levels based on the readings from a continuous glucose monitoring (CGM) device is a problem of great importance in diabetes care, and therefore, has attracted a lot of research in recent years, especially based on machine learning. An accurat...

Full description

Bibliographic Details
Main Authors: H. N. Mhaskar, S. V. Pereverzyev, M. D. van der Walt
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2021.707884/full