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2025
A systematic review on sleep stage classification and sleep disorder detection using artificial intelligence
Heliyon
2025
AN IOT-ENABLED MULTIMODAL FRAMEWORK FOR REAL-TIME SLEEP QUALITY ASSESSMENT AND HEALTH MONITORING
Journal of Mechanics in Medicine and Biology
2025
SSC-SleepNet: A Siamese-Based Automatic Sleep Staging Model With Improved N1 Sleep Detection
IEEE Journal of Biomedical and Health Informatics
2025
Automated sleep staging using sequential XGBoost and multi-scale temporal fusion
Discover Artificial Intelligence
2025
Communications in Computer and Information Science
2025
Early Detection of Inter-Turn Short Circuits in Induction Motors Using the Derivative of Stator Current and a Lightweight 1D-ResNet
Computation
2025
Multi-modal signal integration for enhanced sleep stage classification: Leveraging EOG and 2-channel EEG data with advanced feature extraction
Artificial Intelligence in Medicine
2025
MASleepNet: A Sleep Staging Model Integrating Multi-Scale Convolution and Attention Mechanisms
Biomimetics
2025
Bibliometric Analysis of Research Hotspots and Trends in Non-Contact Sleep Monitoring
Journal of Computational Methods in Engineering Applications
2024
2024 6th International Conference on Frontier Technologies of Information and Computer (ICFTIC)
2024
Research and application of deep learning-based sleep staging: Data, modeling, validation, and clinical practice
Sleep Medicine Reviews
2024
MEDi-SOL: Multi Ensemble Distribution Model for Estimating Sleep Onset Latency
IEEE Journal of Biomedical and Health Informatics
2024
A review of automated sleep stage based on EEG signals
Biocybernetics and Biomedical Engineering