A convolutional neural network-based decision support system for neonatal quiet sleep detection

A convolutional neural network-based decision support system for neonatal quiet sleep detection

Sleep plays an important role in neonatal brain and physical development, making its detection and characterization important for assessing early-stage development. In this study, we propose an automatic and computationally efficient algorithm to detect neonatal quiet sleep (QS) using a convolutiona...

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Bibliographic Details
Main Authors: Saadullah Farooq Abbasi, Qammer Hussain Abbasi, Faisal Saeed, Norah Saleh Alghamdi
Format: Article
Language:English
Published: AIMS Press 2023-08-01
Series:Mathematical Biosciences and Engineering
Subjects:
neonatal sleep
convolutional neural network
electroencephalography
polysomnography
biomedical engineering
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023759?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023759?viewType=HTML

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