Clinical Validation of Artificial Intelligence Algorithms for the Diagnosis of Adult Obstructive Sleep Apnea and Sleep Staging From Oximetry and Photoplethysmography— SleepAI

• Published in: Journal of sleep research p. e70093
• Main Authors: Attia, Shirel, Oksenberg, Arie, Levy, Jeremy, Ang, Angeleene, Shani‐Hershkovich, Revital, Adler, Alissa, Katsav, Shlomit, Haimov, Sharon, Alexandrovich, Alexandra, Tauman, Riva, Behar, Joachim A.
• Format: Journal Article
• Language: English
• Published: England 10.05.2025
• Subjects: night‐to‐night variability; obstructive sleep apnea; pulse oximetry; deep learning; home sleep apnea tests; photoplethysmography

Home sleep apnea tests (HSATs) have emerged as alternatives to in‐laboratory polysomnography (PSG), but Type IV HSATs often show limited diagnostic performance. This study clinically validates SleepAI, a novel remote digital health system that applies AI algorithms to raw oximetry data for automated...