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

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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Bibliographic Details
Main Authors: Ofelie De Wel, Mario Lavanga, Alexander Caicedo, Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Entropy
Subjects:
cpd
eeg
multiscale entropy
sleep staging
tensor decomposition
preterm neonate
Online Access:https://www.mdpi.com/1099-4300/21/10/936

Internet

https://www.mdpi.com/1099-4300/21/10/936

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