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Open access

Research article

First published 2023

Validation of the influence of biosignals on performance of machine learning algorithms for sleep stage classification

Junggu Choi, Seohyun Kwon, Sohyun Park [...]

DIGITAL HEALTH

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Research article

First published 2025-12

Improved Spider Monkey Optimization for EEG Feature Selection in Deep Learning-Based Sleep Stage Classification

Anjali Pise, Priti Rege, Shripad Bhatlawande

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2016-4

Automatic sleep stage classification based on sparse deep belief net and combination of multiple classifiers

Junming Zhang, Yan Wu, Jing Bai [...]

Transactions of the Institute of Measurement and Control

Free access

Research article

First published 2012-3

Automatic sleep stage classification based on easy to register signals as a validation tool for ergonomic steering in smart bedding systems

Tim Willemen, Dorien Van Deun, Vincent Verhaert [...]

WORK: A Journal of Prevention,Assessment & Rehabilitation

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Research article

First published 2023-10

An evolutionary model for sleep quality analytics using fuzzy system

Shivalila Hangaragi, Neelima Nizampatnam, Deepa Kaliyaperumal [...]

Proceedings of the Institution of Mechanical Engineers,Part H: Journal of Engineering in Medicine

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Research article

First published 1973-1

Digital Computer “Sleep Prints” — an Indicator of the Most Effective Drug Treatment of Somnambulism

B. Saletu, T. M. Itil

Clinical EEG and Neuroscience

Open access

Research article

First published 2020-12

A multiplex visibility graph motif‐based convolutional neural network for characterizing sleep stages using EEG signals

Qing Cai, Jianpeng An, Zhongke Gao

Brain Science Advances

Free access

Research article

First published 2010-10

Optimized single electroencephalogram channel sleep staging in rats

Guangzhan Fang, Yang Xia, Chunpeng Zhang [...]

Laboratory Animals

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Research article

First published 1971-7

Prediction of Drug Treatment Effective in Narcolepsy Based on Digital Computer Analyzed EEG

B. Saletu, T. M. Itil, A. Keskiner

Clinical EEG and Neuroscience

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Other

First published 2013-9

Prospective Analysis of Sleep Stages,Obstructive Sleep Apnea Status,and Head and Neck Anatomy

Gregory R. Dion, Emily Chapa, Ross Dodge [...]

Otolaryngology–Head and Neck Surgery

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