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U-Sleep: resilient high-frequency sleep staging

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Representations of temporal sleep dynamics: Review and synthesis of the literature - ScienceDirect

Frontiers Enhanced sleep staging with artificial intelligence: a validation study of new software for sleep scoring

An open-source, high-performance tool for automated sleep staging

Summary of American Academy of Sleep Medicine Manual sleep/wake state

Hypnogram of the subject tr03-0005 (sleep efficiency: 54.38%). (a) the

Frontiers Overview of the hypnodensity approach to scoring sleep for polysomnography and home sleep testing

Validation of the sleep EEG headband ZMax

An open-source, high-performance tool for automated sleep staging. - Abstract - Europe PMC

Scatter graphs for each sleep index. (a) SE, (b) SOT, (c) WASO, and (d)

Automated multi-model deep neural network for sleep stage scoring with unfiltered clinical data

An accessible and versatile deep learning-based sleep stage classifier - Frontiers

An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea - ScienceDirect

Bioengineering, Free Full-Text