Cardiology | Sleep Medicine Combining Signals for EEG-Free Arousal Detection during Home Sleep Testing: A Retrospective Study. September 28, 2024
Neurology | Sleep Medicine Mortality Risk Assessment Using Deep Learning-Based Frequency Analysis of EEG and EOG in Sleep. September 20, 2024
Artificial Intelligence | Neurology | Sleep Medicine Refining sleep staging accuracy: Transfer learning coupled with scorability models. August 31, 2024
Cardiology | Machine Learning | Sleep Medicine From sleep patterns to heart rhythm: Predicting atrial fibrillation from overnight polysomnograms. July 27, 2024
Biomedical Engineering | Neurology | Sleep Medicine CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging. July 11, 2024
Neurology | Psychiatry | Sleep Medicine Brain Age Estimation from Overnight Sleep Electroencephalography with Multi-Flow Sequence Learning. July 8, 2024
Cardiology | Sleep Medicine From Sleep Patterns to Heart Rhythms: Predicting Atrial Fibrillation from Overnight Polysomnograms. June 17, 2024
Epidemiology | Public Health | Sleep Medicine Self-supervised learning of accelerometer data provides new insights for sleep and its association with mortality. May 20, 2024
Neurology | Psychiatry | Sleep Medicine Relevance of sleep for wellness: New trends in using artificial intelligence and machine learning. March 25, 2024
Cardiology SleepMI: An AI-based screening algorithm for myocardial infarction using nocturnal electrocardiography. March 6, 2024
Neurology | Sleep Medicine U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging. February 24, 2024
Artificial Intelligence | Biomedical Engineering | Sleep Medicine Research and application of deep learning-based sleep staging: Data, modeling, validation, and clinical practice. February 2, 2024