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
Formáid: Artigo
Teanga:Inglês
Foilsithe: MDPI AG 2019-09-01
Sraith:Entropy
Ábhair:
cpd
eeg
multiscale entropy
sleep staging
tensor decomposition
preterm neonate
Rochtain Ar Líne:https://www.mdpi.com/1099-4300/21/10/936
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