Computer Vision | Sleep Medicine A Vision-based System for Breathing Disorder Identification: A Deep Learning Perspective. January 17, 2020
Computer Vision | Sleep Medicine Two-Step Deep Learning for Estimating Human Sleep Pose Occluded by Bed Covers. January 17, 2020
Pediatrics | Sleep Medicine Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry. January 17, 2020
Cardiology | Pulmonology | Sleep Medicine RespNet: A deep learning model for extraction of respiration from photoplethysmogram. January 17, 2020
Neurology | Sleep Medicine Automated multi-model deep neural network for sleep stage scoring with unfiltered clinical data. January 15, 2020
Neurology | Pain Management | Sleep Medicine [EXPRESS] Sleep spindles as a diagnostic and therapeutic target for chronic pain. January 8, 2020
Neurology | Sleep Medicine Accurate Deep Learning-Based Sleep Staging in a Clinical Population with Suspected Obstructive Sleep Apnea. December 23, 2019
Neurology | Sleep Medicine Accurate Deep Learning-Based Sleep Staging in a Clinical Population with Suspected Obstructive Sleep Apnea. December 23, 2019
Neurology | Sleep Medicine Sleep Staging from Electrocardiography and Respiration with Deep Learning. December 21, 2019
Bioinformatics | Neurology | Sleep Medicine Robust, automated sleep scoring by a compact neural network with distributional shift correction. December 13, 2019
Pulmonology | Sleep Medicine Multi-Class Classification of Sleep Apnea/Hypopnea Events Based on Long Short-Term Memory Using a Photoplethysmography Signal. December 7, 2019
Bioinformatics | Sleep Medicine A hybrid self-attention deep learning framework for multivariate sleep stage classification. December 2, 2019