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Author

Matheus Araujo

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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
Sep 2026

Performance characteristics of obstructive sleep apnea screening instruments in adults with epilepsy.

RATIONALE Obstructive Sleep Apnea (OSA) is a highly prevalent, but often overlooked comorbidity in adults with epilepsy (AWE). Screening instruments widely used in general populations include STOP (Snoring, Tiredness, Observed apneas, high blood Pressure) and STOP-BANG (+BMI, Age, Neck circumference (NC), and Gender)....

J. El Ahdab, Tyler Bare, Matheus Araujo et al. · 0 citations

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