Beyond automation: what’s next for artificial intelligence in sleep?

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Synapse has enriched 10 related papers. Consider them for comparative context:

1. 1Respiratory self-similarity is a sleep apnea endotype that predicts cardiovascular disease related mortalitySLEEP · 2026
2. 2Ru-SATED 4.0: a clean start for measuring sleep healthSLEEP · 2026
3. 3LOW-FLOW NOCTURNAL OXYGEN THERAPY FOR THE TREATMENT OF CENTRAL SLEEP APNEA IN CHRONIC HEART FAILURE: THE PAST, the PRESENT, and the FUTURESLEEP · 2026
4. 4Human Sleep Project (HSP): Is an Era of Big Data Coming in Clinical Sleep Medicine?SLEEP · 2026
5. 5Psychometric validation of the Ru-SATED 4.0 multidimensional sleep health scale in a representative U.S. sampleSLEEP · 2026
6. 6Risk Factors for Cardiovascular Mortality in Patients With Obstructive Sleep ApneaSLEEP · 2026
7. 7Orthodontists' Awareness and Screening Practices for Sleep-Disordered Breathing: A National Survey in AustraliaSLEEP · 2026
8. 8Beyond sleep duration: nighttime glucose in gestational diabetes mellitusSLEEP · 2026
9. 9The Sleep-Wake Classification Performance of Pediatric-Trained Machine Learning Algorithms for Raw Accelerometer DataSLEEP · 2026
10. 10Sleep deprivation disrupts error awareness and subsequent behavioural regulationSLEEP · 2026