Pulmonology | Sleep Medicine | Wearable Technology Sleep staging algorithm based on smartwatch sensors for healthy and sleep apnea populations. May 29, 2024
Pulmonology | Sleep Medicine Deep learning of sleep apnea-hypopnea events for accurate classification of obstructive sleep apnea and determination of clinical severity. January 17, 2024
Neurology | Psychiatry Sleep, physical activity and panic attacks: A two-year prospective cohort study using smartwatches, deep learning and an explainable artificial intelligence model. December 28, 2023
Dentistry | Radiology | Sleep Medicine Deep learning technique to detect craniofacial anatomical abnormalities concentrated on middle and anterior of face in patients with sleep apnea. October 6, 2023
Pulmonology | Sleep Medicine Determinants of apnea-hypopnea index variability during home sleep testing. September 23, 2023
Neurology | Sleep Medicine Automatic sleep staging for the young and the old – Evaluating age bias in deep learning. April 26, 2023
Pediatrics | Sleep Medicine Quantifying teenagers’ sleep patterns and sex differences in social jetlag using at-home sleep monitoring. April 23, 2023
Otorhinolaryngology | Sleep Medicine Automatic scoring of drug-induced sleep endoscopy for obstructive sleep apnea using deep learning. January 1, 2023
Neurology | Pulmonology | Sleep Medicine Neural network analysis of nocturnal SpO signal enables easy screening of sleep apnea in patients with acute cerebrovascular disease. January 22, 2021
Neurology | Pediatrics | Sleep Medicine Non-REM sleep instability in children with restless sleep disorder. September 5, 2020
Neurology | Sleep Medicine Application of deep learning to improve sleep scoring of wrist actigraphy. August 30, 2020
Neurology | Sleep Medicine Design of a deep learning model for automatic scoring of periodic and non-periodic leg movements during sleep validated against multiple human experts. February 16, 2020