Neurology | Sleep Medicine Comparison of automated deep neural network against manual sleep stage scoring in clinical data. July 19, 2024
Other A Generative Adaptive Convolutional Neural Network with Attention Mechanism for Driver Fatigue Detection with Class-imbalanced and Insufficient Data. February 21, 2024
Biomedical Engineering | Neurology A novel deep-learning model based on τ-shaped convolutional network (τNet) with long short-term memory (LSTM) for physiological fatigue detection from EEG and EOG signals. February 20, 2024
Biomedical Engineering | Neurology | Sleep Medicine Enhanced sleep staging with artificial intelligence: a validation study of new software for sleep scoring. December 25, 2023
Neurology | Sleep Medicine 3DSleepNet: A Multi-Channel Bio-Signal Based Sleep Stages Classification Method Using Deep Learning. August 28, 2023
Sleep Medicine An End-to-End Multi-Channel Convolutional Bi-LSTM Network for Automatic Sleep Stage Detection. July 11, 2023
Neurology | Sleep Medicine SViT: a Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder. July 4, 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 | Sleep Medicine MaskSleepNet: A Cross-modality Adaptation Neural Network for Heterogeneous Signals Processing in Sleep Staging. April 7, 2023
Neurology | Sleep Medicine Generalizable Deep Learning-based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings. April 6, 2023
Neurology | Sleep Medicine A Novel Sleep Staging Network Based on Data Adaptation and Multimodal Fusion. October 25, 2021