Neurology | Sleep Medicine A Clinical Decision Support System for Sleep Staging Tasks With Explanations From Artificial Intelligence: User-Centered Design and Evaluation Study. January 19, 2022
Neurology | Pediatrics | Sleep Medicine A lightweight automatic sleep staging method for children using single-channel EEG based on edge artificial intelligence. January 10, 2022
Neurology | Sleep Medicine [The accuracy and influencing factors of sleep staging based on single-channel EEG via a deep neural network]. December 28, 2021
Artificial Intelligence | Neurology | Sleep Medicine GI-SleepNet: A Highly Versatile Image-Based Sleep Classification Using a Deep Learning Algorithm. November 29, 2021
Neurology | Sleep Medicine A Novel Sleep Staging Network Based on Data Adaptation and Multimodal Fusion. October 25, 2021
Biomedical Engineering | Sleep Medicine Home-Use and Real-Time Sleep-Staging System Based on Eye Masks and Mobile Devices with a Deep Learning Model. September 13, 2021
Neurology | Sleep Medicine Inter-database validation of a deep learning approach for automatic sleep scoring. August 16, 2021
Neurology | Sleep Medicine Transferring Structured Knowledge in Unsupervised Domain Adaptation of a Sleep Staging Network. August 13, 2021
Neurology | Pulmonology | Sleep Medicine Assessment of Obstructive Sleep Apnea-Related Sleep Fragmentation Utilizing Deep Learning-Based Sleep Staging from Photoplethysmography. June 5, 2021
Cardiology | Data Science | Sleep Medicine Deep learning for automated sleep staging using instantaneous heart rate. February 18, 2021
Neurology | Sleep Medicine Attention based convolutional network for automatic sleep stage classification. February 5, 2021
Neurology | Sleep Medicine Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging. August 3, 2020