Biomedical Research | Neurology | Sleep Medicine Workflow for the unsupervised clustering of sleep stages identifies light and deep sleep in electrophysiological recordings in mice. May 6, 2024
Neurology | Sleep Medicine Temporal Feature Extraction and Machine Learning for Classification of Sleep Stages Using Telemetry Polysomnography. August 26, 2023
Epidemiology | Public Health | Sleep Medicine Self-supervised learning of accelerometer data provides new insights for sleep and its association with mortality. July 18, 2023
Neurology | Sleep Medicine Belun Ring (Belun Sleep System BLS-100): Deep learning-facilitated wearable enables obstructive sleep apnea detection, apnea severity categorization, and sleep stage classification in patients suspected of obstructive sleep apnea. June 28, 2023
Neurology | Pediatrics | Sleep Medicine Deep learning-based algorithm accurately classifies sleep stages in preadolescent children with sleep-disordered breathing symptoms and age-matched controls. May 1, 2023
Neurology | Radiology | Sleep Medicine A-PASS: An automated pipeline to analyze simultaneously acquired EEG-fMRI data for studying brain activities during sleep. July 25, 2022
Neurology | Sleep Medicine A Holistic Strategy for Classification of Sleep Stages with EEG. May 20, 2022
Neurology | Sleep Medicine Representations of temporal sleep dynamics: Review and synthesis of the literature. March 12, 2022
Neurology | Sleep Medicine Auto-annotating sleep stages based on polysomnographic data. January 26, 2022
Neurology | Sleep Medicine Analysis and visualization of sleep stages based on deep neural networks. March 25, 2021
Neurology | Sleep Medicine Deep convolutional neural network for classification of sleep stages from single-channel EEG signals. June 15, 2019