Neurology | Sleep Medicine GRU-powered sleep stage classification with permutation-based EEG channel selection. August 2, 2024
Neurology | Sleep Medicine Performance Investigation of Somfit Sleep Staging Algorithm. July 29, 2024
Neurology | Psychiatry | Sleep Medicine How are poor sleepers with other clinical conditions affected by maladaptive personality traits? A neural network-based analysis. July 29, 2024
Cardiology | Machine Learning | Sleep Medicine From sleep patterns to heart rhythm: Predicting atrial fibrillation from overnight polysomnograms. July 27, 2024
Neurology | Sleep Medicine Study on the classification of sleep stages in EEG signals based on DoubleLinkSleepCLNet. July 24, 2024
Neurology | Sleep Medicine Unveil sleep spindles with concentration of frequency and time (ConceFT). July 23, 2024
Computer Vision | Sleep Medicine SaccpaNet: A Separable Atrous Convolution-based Cascade Pyramid Attention Network to Estimate Body Landmarks Using Cross-modal Knowledge Transfer for Under-blanket Sleep Posture Classification. July 23, 2024
Biomedical Engineering | Neurology | Sleep Medicine Improved sleep stage predictions by deep learning of photoplethysmogram and respiration patterns. July 21, 2024
Neurology | Sleep Medicine Comparison of automated deep neural network against manual sleep stage scoring in clinical data. July 19, 2024
Cardiology | Neurology | Sleep Medicine Automatic detection of sleep apnea from a single-lead ECG signal based on spiking neural network model. July 19, 2024
Neurology | Sleep Medicine A novel deep learning model based on transformer and cross modality attention for classification of sleep stages. July 19, 2024
Cardiology | Sleep Medicine Detection and severity assessment of obstructive sleep apnea according to deep learning of single-lead electrocardiogram signals. July 18, 2024