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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Vydané v:	Biomedical signal processing and control Ročník 62; s. 102054
Hlavní autori:	Porumb, Mihaela, Griffen, Corbin, Hattersley, John, Pecchia, Leandro
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.09.2020
Predmet:	Convolutional denoising autoencoder Convolutional neural networks Nocturnal hypoglycemia Convolutional neural networks Convolutional denoising autoencoder Nocturnal hypoglycemia
ISSN:	1746-8094, 1746-8108
On-line prístup:	Získať plný text
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