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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

C. Heinzinger

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2 papers indexed here

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Open access Aug 2026

A foundation model for sleep-based risk stratification and clinical outcomes

Clinical sleep studies capture multiple physiologic signals, yet interpretation is often reduced to single summary measures of limited prognostic value, such as the apnea–hypopnea index. We present a foundation model that learns rich representations of sleep physiology from more than 10,000 clinical sleep recordings li...

E. Bilal, Matheus Araujo, Kristen L. Beck et al. · 0 citations
Open access Aug 2026

Neighborhood Disadvantage Association with Sleep Apnea and Longitudinal Cardiovascular Events and Mortality.

RATIONALE Neighborhood socioeconomic disadvantage is associated with adverse cardiovascular outcomes, but its relationship with obstructive sleep apnea (OSA) severity and sleep-related hypoxemia is not well defined. OBJECTIVE To assess the association of Area Deprivation Index (ADI) with OSA and major adverse cardiov...

Cinthya Peña-Orbea, David Bruckman, Jarrod E. Dalton et al. · 0 citations

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