Deep learning enables sleep staging from photoplethysmogram for patients with suspected sleep apnea
The PPG-based deep learning model enabled accurate estimation of sleep time and sleep stages differentiation with a moderate agreement to manual scoring. As PPG is already included in ambulatory polygraphies, applying the PPG-based sleep staging could improve their diagnostic value.

9
. Deep learning enables sleep staging from photoplethysmogram for patients with suspected
Download DEEP LEARNING ENABLES SLEEP STAGING FROM PHOTOPLETHYSMOGRAM FOR PATIENTS WITH SUSPECTED • 4.99MB