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Oct 2026

The Clinical Impact of Periodic Limb Movements During Sleep (PLMS): Under-Recognition in Sleep Disordered Breathing and Associations with Key Clinical Outcomes in 481,857 Patients.

STUDY OBJECTIVES To evaluate periodic limb movements during sleep (PLMS) in a large sleep disorders cohort and explore associations with sleep-disordered breathing (SDB), demographics and key clinical comorbidities. METHODS A retrospective analysis including 481,857 adults who completed overnight polysomnography (PSG...

Yoel D. Green, K. Cederberg, Hyatt Moore I. V et al. · 0 citations
Preprint Sep 2026

Learning transferable human physiology from two million hours of sleep with SleepFM-2

Sleep provides a nightly window into health by capturing coordinated activity across the brain, heart, muscles and respiratory system. We introduce SleepFM-2, a sleep foundation model developed and evaluated on 282,511 polysomnography recordings from 26 cohorts, including 235,865 used for pretraining. These data span m...

R. Thapa, Christopher Sun, W. Lehn-Schiøler et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Learning transferable human physiology from two million hours of sleep with SleepFM-2

Sleep provides a nightly window into health by capturing coordinated activity across the brain, heart, muscles and respiratory system. We introduce SleepFM-2, a sleep foundation model developed and evaluated on 282,511 polysomnography recordings from 26 cohorts, including 235,865 used for pretraining. These data span m...

R. Thapa, Christopher Sun, W. Lehn-Schiøler et al. · 0 citations
Jul 2026

Interactions between Insomnia and Obstructive Sleep Apnea

It is demonstrated that insomnia and OSA do not merely coexist but genuinely interact synergistically to amplify selected adverse clinical outcomes.

Y. Dai, Y. Li, E. Heremans et al. · 1 citation

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