Neurology | Sleep Medicine SleepFC: Feature Pyramid and Cross-Scale Context Learning for Sleep Staging. June 19, 2024
Neurology | Sleep Medicine Multi-Modal Sleep Stage Classification With Two-Stream Encoder-Decoder. June 7, 2024
Pulmonology | Sleep Medicine | Wearable Technology Sleep staging algorithm based on smartwatch sensors for healthy and sleep apnea populations. May 29, 2024
Neuroscience | Sleep Medicine Expert-level sleep staging using an electrocardiography-only feed-forward neural network. May 15, 2024
Neurology | Sleep Medicine U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging. February 24, 2024
Cardiology | Neurology | Sleep Medicine InsightSleepNet: the interpretable and uncertainty-aware deep learning network for sleep staging using continuous Photoplethysmography. February 14, 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
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 Self-Supervised Electroencephalogram Representation Learning for Automatic Sleep Staging: Model Development and Evaluation Study. December 13, 2023
Pediatrics | Sleep Medicine A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea. December 12, 2023
Neurology | Sleep Medicine Spatiotemporal convolution sleep network based on graph attention mechanism with automatic feature extraction. November 26, 2023
Neurology | Sleep Medicine Towards Real-time Sleep Stage Prediction and Online Calibration Based on Architecturally Switchable Deep Learning Models. October 25, 2023