A PPG-plus-SpO2 deep learning framework that predicts apnea burden and converts it to AHI improved out-of-distribution severity classification versus SpO2 alone in a 30-subject external cohort.
Sleep-related breathing disorders in adults: recommendations for syn- drome definition and measurement techniques in clinical research,
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Apnea Burden-Guided Framework: Enhancing Out-of-Distribution Generalization in PPG-Based Sleep Apnea Characterization
A PPG-plus-SpO2 deep learning framework that predicts apnea burden and converts it to AHI improved out-of-distribution severity classification versus SpO2 alone in a 30-subject external cohort.