Article

Wearable Sleep Staging: From Neurophysiology to Clinical Translation—A Comprehensive Review

2026-06-12

Abstract excerpt

Accurate sleep staging is fundamental to the diagnosis of sleep disorders, the evaluation of therapeutic interventions, and the understanding of sleep’s role in health and disease. While polysomnography (PSG) remains the clinical gold standard, its cost, technical complexity, and reliance on controlled laboratory settings have motivated the development of wearable alternatives capable of continuous, home-based mon...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 0a46dc67-dc6a-5a24-838e-ee63577ac6d0
DOI: 10.20944/preprints202606.0999.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Wearable Sleep Staging: From Neurophysiology to Clinical Translation—A Comprehensive ReviewDOI 10.20944/preprints202606.0999.v1Read

Advances in Sleep Stage Detection Using Wearable Physiological Signals: A Systematic ReviewSemantic proximity Read

Electrodermal Activity as a Critical Modality for Wearable Sleep Monitoring: A Comprehensive Systematic Review from Fundamental Physiology to Clinical TranslationSemantic proximity Read

40 years of actigraphy in sleep medicine: where do we stand on the state-of-the-art algorithms?Semantic proximity Read

Artificial intelligence for sleep instability and motor phenotyping: clinical translation beyond sleep staging.Semantic proximity Read

Multimodal sleep stage classification and label-free abnormality scoring in mid-to-older adultsSemantic proximity Read

AcceleRest: A Physiology-Aware Masked Autoencoder for Wrist Accelerometer-based Sleep Staging and Apnea EvaluationSemantic proximity Read

Automated Sleep Stage and Event Detection Algorithms Using Quality-Controlled PSG AnnotationsSemantic proximity Read

The Aging Slow Wave: A Shifting Amalgam of Distinct Slow Wave and Spindle Coupling Subtypes Define Slow Wave Sleep Across the Human LifespanSemantic proximity Read

A Unified Flexible Large Polysomnography Model for Sleep Staging and Mental Disorder DiagnosisSemantic proximity Read

Multi-modal sleep staging in the clinic for REM sleep behaviour disorderSemantic proximity Read

Postprocessing-Enhanced Machine Learning for Reliable Real-Time Sleep Staging in Closed-Loop NeuromodulationSemantic proximity Read

SleepGPT: A Sleep Stage Language Model for Efficient Sleep AssessmentSemantic proximity Read