Article

Novel Digital Markers of Sleep Dynamics: A Causal Inference Approach Revealing Age and Gender Phenotypes in Obstructive Sleep Apnea

2024-10-23

Abstract excerpt

<h4>ABSTRACT</h4> Despite evidence that sleep-disorders alter sleep-stage dynamics, clinical practice resists including these parameters in PSG-reports. Leveraging the matrix of sleep-stage transition proportions, we propose (i) a general framework to quantify sleep-dynamics, (ii) several novel markers of their alterations, and (iii) demonstrate our approach using Obstructive Sleep Apnea (OSA), the most prevalent...

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Literature Corpus work: c72ee25a-5d10-5413-b839-c6ce78399081
DOI: 10.1101/2024.10.23.24315965

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