Cardiology | Sleep Medicine From Sleep Patterns to Heart Rhythms: Predicting Atrial Fibrillation from Overnight Polysomnograms. June 17, 2024
Respiratory Medicine | Sleep Medicine A deep transfer learning approach for sleep stage classification and sleep apnea detection using wrist-worn consumer sleep technologies. March 18, 2024
Neurology | Sleep Medicine SViT: a Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder. July 4, 2023
Neurology | Pulmonology | Sleep Medicine Detection of Cheyne-Stokes Breathing using a transformer-based neural network. September 10, 2022
Neurology | Sleep Medicine End-to-end Deep Learning of Polysomnograms for Classification of REM Sleep Behavior Disorder. September 10, 2022
Neurology | Sleep Medicine Age estimation from sleep studies using deep learning predicts life expectancy. July 22, 2022
Neurology | Sleep Medicine Sleep Problems in Narcolepsy and the Role of Hypocretin/Orexin Deficiency. May 30, 2021
Dentistry | Radiology | Sleep Medicine Estimation of Apnea-Hypopnea Index using Deep Learning on 3D Craniofacial Scans. May 7, 2021
Computer Vision | Dermatology | Plastic Surgery Prediction of Patient Demographics using 3D Craniofacial Scans and Multi-view CNNs. October 6, 2020
Neurology | Sleep Medicine Automatic sleep stage classification with deep residual networks in a mixed-cohort setting. August 26, 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