Beyond K-complex binary scoring during sleep: probabilistic classification using deep learning

STUDY OBJECTIVES: K-complexes (KCs) are a recognized electroencephalography marker of sensory processing and a defining feature of sleep stage 2. KC frequency and morphology may also be reflective of sleep quality, aging, and a range of sleep and sensory processing deficits. However, manual scoring...

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Bibliographische Detailangaben
Veröffentlicht in:Sleep
Hauptverfasser: Lechat, Bastien, Hansen, Kristy, Catcheside, Peter, Zajamsek, Branko
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2020
Schlagworte:
Big Data Approaches to Sleep and Circadian Science
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7751135/
https://ncbi.nlm.nih.gov/pubmed/32301485
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/sleep/zsaa077
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