Decomposition of a Multiscale Entropy Tensor for Sleep Stage Identification in Preterm Infants

Established sleep cycling is one of the main hallmarks of early brain development in preterm infants, therefore, automated classification of the sleep stages in preterm infants can be used to assess the neonate’s cerebral maturation. Tensor algebra is a powerful tool to analyze multidimens...

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Main Authors: Ofelie De Wel, Mario Lavanga, Alexander Caicedo, Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2019-09-01
Series:Entropy
Assuntos:
cpd
eeg
multiscale entropy
sleep staging
tensor decomposition
preterm neonate
Acceso en liña:https://www.mdpi.com/1099-4300/21/10/936
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