Snoring sound classification in patients with cerebrovascular stenosis based on an improved ConvNeXt model.

This likely reflects more frequent upper airway obstruction or turbulence, aligning with Lee et al.’s ( Lee et al., 2008 ) conclusion that “heavy snoring is significantly associated with carotid atherosclerosis.” In contrast, snoring event duration was slightly longer in the stenotic group but did not reach statistical significance (p = 0.185), likely due to the limited sample size or substantial individual variability.

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