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...

Full description

Saved in:

Bibliographic Details
Published in:	Applied sciences Vol. 11; no. 4; p. 1742
Main Authors:	Rodríguez-Rodríguez, Ignacio, Rodríguez, José-Víctor, Woo, Wai Lok, Wei, Bo, Pardo-Quiles, Domingo-Javier
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.02.2021
Subjects:	Algorithms Datasets Diabetes diabetes mellitus Feature selection Forecasting Forecasting techniques Glucose monitoring Homeostasis Hyperglycemia Hypoglycemia Insulin Machine learning Pancreas Physiology time series forecasting Variables Wearable computers
ISSN:	2076-3417, 2076-3417
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!