REM Sleep Stage Identification with Raw Single-Channel EEG
Bioengineering, 2023 This paper focused on creating an interpretable model for automatic rapid eye movement (REM) and non-REM sleep stage scoring for a single-channel electroencephalogram (EEG).
Gabriel Toban, Khem Poudel, Don Hong
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Sleep CLIP: A Multimodal Sleep Staging Model Based on Sleep Signals and Sleep Staging Labels
Sensors, 2023 Since the release of the contrastive language-image pre-training (CLIP) model designed by the OpenAI team, it has been applied in several fields owing to its high accuracy. Sleep staging is an important method of diagnosing sleep disorders, and the completion of sleep staging tasks with high accuracy has always remained the main goal of sleep staging ...
Weijia Yang +3 more
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Mixed-Input Deep Learning Approach to Sleep/Wake State Classification by Using EEG Signals
Diagnostics, 2023 Sleep stage classification plays a pivotal role in predicting and diagnosing numerous health issues from human sleep data. Manual sleep staging requires human expertise, which is occasionally prone to error and variation. In recent times, availability of
Md. Nazmul Hasan, Insoo Koo
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Rules-Based and SVM-Q Methods With Multitapers and Convolution for Sleep EEG Stages Classification
IEEE Access, 2022 Sleep EEG signals analysis is an approach that helps researchers identify and understand the different phenomena concealed within sleep EEG data. This research introduces a time-frequency analysis approach to untangle the parameters of the sleep stages ...
Ignacio A. Zapata, Yan Li, Peng Wen
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Scoring sleep: the rules for looking inside [PDF]
Romanian Journal of Neurology, 2015 Polysomnography is the most comprehensive sleep study, a multi-parametric recording test (electroencephalography, electrooculogram, chin and limbs electromyogram, respiratory and cardiac functions and permanent videorecording), used as an important ...
Floriana Boghez, Ioana Mandruta
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Polysomnographic survey of sleep architecture in patients with methamphetamine dependence during remission [PDF]
Sleep ScienceIntroduction: Methamphetamine dependence is common in the world. Methamphetamine affects sleep architecture through changes in the monoaminergic activity of the brain.
Amir Rezaei-Ardani +4 more
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Sleep Track: Automated Detection and Classification of Sleep Stages [PDF]
E3S Web of Conferences, 2023 Sleep is vital for our body’s physical restoration, but sleep disorders can cause various problems. Determining sleep stages is essential for diagnosing and curing such disorders.
Ram Kumar R.P. +5 more
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Early phase of COVID-19 quarantine impacted insomnia symptoms in Turkish families [PDF]
Sleep ScienceQuarantine and isolation are the most important public health measures used to prevent the transmission of infectious diseases among individuals. Quarantine and social isolation cause some health problems, such as depressive symptoms, sleep disturbances,
Huri Seval Gönderen Çakmak
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HARU Sleep: A Deep Learning-Based Sleep Scoring System With Wearable Sheet-Type Frontal EEG Sensors
IEEE Access, 2022 Analysis of sleep stages using electroencephalograms (EEGs), a critical procedure in health monitoring, has been researched extensively. Scoring of the sleep stages is highly dependent on experts’ knowledge or hand-crafted features created by ...
Shoya Matsumori +5 more
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Calidad del sueño en una población adulta expuesta al ruido del Aeropuerto El Dorado, Bogotá, 2012
Biomédica: revista del Instituto Nacional de Salud, 2015 Introducción. El Aeropuerto de Bogotá está dentro de la ciudad y su ampliación podría representar un aumento de los efectos adversos del ruido sobre la salud de los habitantes de las localidades de Fontibón y Engativá. Objetivo. Conocer la prevalencia de
Lina María Callejas +5 more
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