A Comparison of Feature Selection and Forecasting Machine Learning Algorithms for Predicting Glycaemia in Type 1 Diabetes Mellitus

A Comparison of Feature Selection and Forecasting Machine Learning Algorithms for Predicting Glycaemia in Type 1 Diabetes Mellitus

Type 1 diabetes mellitus (DM1) is a metabolic disease derived from falls in pancreatic insulin production resulting in chronic hyperglycemia. DM1 subjects usually have to undertake a number of assessments of blood glucose levels every day, employing capillary glucometers for the monitoring of blood...

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Bibliographic Details
Main Authors: Ignacio Rodríguez-Rodríguez, José-Víctor Rodríguez, Wai Lok Woo, Bo Wei, Domingo-Javier Pardo-Quiles
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Applied Sciences
Subjects:
diabetes mellitus
machine learning
feature selection
time series forecasting
Online Access:https://www.mdpi.com/2076-3417/11/4/1742

Internet

https://www.mdpi.com/2076-3417/11/4/1742

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