Nocturnal low glucose detection in healthy elderly from one-lead ECG using convolutional denoising autoencoders

Hypoglycemia is a condition caused by low blood glucose levels, mainly affecting people with diabetes. Low levels of blood glucose can be dangerous, causing multiple complications over time. Hypoglycemia affects the repolarization characteristics of the heart. This study presents a personalized, dee...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 62; p. 102054
Main Authors:	Porumb, Mihaela, Griffen, Corbin, Hattersley, John, Pecchia, Leandro
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.09.2020
Subjects:	Convolutional denoising autoencoder Convolutional neural networks Nocturnal hypoglycemia Convolutional neural networks Convolutional denoising autoencoder Nocturnal hypoglycemia
ISSN:	1746-8094, 1746-8108
Online Access:	Get full text
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