Sleep-Energy: An Energy Optimization Method to Sleep Stage Scoring

Sleep is essential for physical and mental health. Polysomnography (PSG) procedures are labour-intensive and time-consuming, making diagnosing sleep disorders difficult. Automatic sleep staging using Machine Learning (ML) - based methods has been studied extensively, but frequently provides noisier...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Bruno Aristimunha, Alexandre Janoni Bayerlein, M. Jorge Cardoso, Walter Hugo Lopez Pinaya, Raphael Yokoingawa De Camargo
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Automated sleep staging energy optimization deep learning electroencephalogram
Online Access:	https://ieeexplore.ieee.org/document/10089435/