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Deep learning-based algorithm accurately classifies sleep stages in preadolescent children with sleep-disordered breathing symptoms and age-matched controls.

Front Neurol · 2023 · PMC10140398 · PMID 37122306

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likely to be significantno p-value reported
Given the significant physiological overlap between arousal and wake stage, there are likely to be significant advantages to incorporating arousal event scoring within the same algorithm as sleep stage classification.

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