Neurology | Sleep Medicine Generalizable Deep Learning-based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings. April 6, 2023
Artificial Intelligence in Healthcare | Cardiology | Pulmonology | Sleep Medicine A Hierarchical Attention-Based Method for Sleep Staging Using Movement and Cardiopulmonary Signals. April 4, 2023
Artificial Intelligence | Critical Care Medicine | Sleep Medicine Sleep staging in the ICU with heart rate variability and breathing signals. An exploratory cross-sectional study using deep neural networks. March 17, 2023
Neurology Cross-Domain Transfer of EEG to EEG or ECG Learning for CNN Classification Models. March 11, 2023
Neurology | Sleep Medicine The Virtual Sleep Lab-A Novel Method for Accurate Four-Class Sleep Staging Using Heart-Rate Variability from Low-Cost Wearables. March 11, 2023
Neurology | Psychiatry | Sleep Medicine [Study on the method of polysomnography sleep stage staging based on attention mechanism and bidirectional gate recurrent unit]. February 28, 2023
Neurology | Pulmonology | Sleep Medicine SleepPPG-Net: A Deep Learning Algorithm for Robust Sleep Staging From Continuous Photoplethysmography. November 29, 2022
Neurology | Respiratory Medicine | Sleep Medicine A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection. November 28, 2022
Neurology | Sleep Medicine A Lightweight Segmented Attention Network for Sleep Staging by Fusing Local Characteristics and Adjacent Information. November 7, 2022
Cardiology | Sleep Medicine An automated heart rate-based algorithm for sleep stage classification: Validation using conventional polysomnography and an innovative wearable electrocardiogram device. October 25, 2022
Neurology | Psychiatry Extracting Multi-Scale and Salient features By MSE based U-Structure and CBAM for Sleep Staging. October 20, 2022
Neurology | Sleep Medicine Fully automatic REM sleep stage-specific intervention systems using single EEG in mice. October 20, 2022