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A Review of EEG Preprocessing and Feature Extraction Techniques for Automated Sleep Stage Classification
2025 IEEE DELCON - International Conference on Recent Smart Technologies in Engineering for Sustainable Development,
2025
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Sleep Apnea Detection Using EEG: A Systematic Review of Datasets, Methods, Challenges, and Future Directions
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2025
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2025 International Conference on Computer, Electrical & Communication Engineering (ICCECE),
2025
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2025
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Revolutionizing sleep disorder diagnosis: A Multi-Task learning approach optimized with genetic and Q-Learning techniques
Scientific Reports,
2025
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Multi-modal signal integration for enhanced sleep stage classification: Leveraging EOG and 2-channel EEG data with advanced feature extraction
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2025
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A New Approach for Sleep Stage Identification Combining Hidden Markov Models and EEG Signal Processing
Journal of Medical and Biological Engineering,
2025
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Lecture Notes in Electrical Engineering,
2025
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The role of emotion in sleep: a quantitative analysis using EEG data
SLEEPJ,
2025
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EEG and ECG Signal-Based Analysis of Neurocardiac Coupling in Obstructive Sleep Apnea
2025 IEEE 11th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
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Assessing the Performance of Attention Drop Prediction Using Electroencephalography Signals
2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM),
2025
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2024
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EEG-Based Scalogram Imaging and Deep Learning for Insomnia Classification
2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT),
2024
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2024
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Review of EEG-Based Biometrics in 5G-IoT: Current Trends and Future Prospects
Applied Sciences,
2024
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A Comprehensive Analysis of Machine Learning Techniques in Sleep Staging Systems Reveals Both Significant Benefits and Notable Challenges
2024 International Conference on Artificial Intelligence and Quantum Computing (AIQC),
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IEEE Access,
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Continual Learning of a Transformer-Based Deep Learning Classifier Using an Initial Model from Action Observation EEG Data to Online Motor Imagery Classification
Bioengineering,
2023
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Hook Fabric Electroencephalography Electrode for Brain Activity Measurement without Shaving the Head
Polymers,
2023
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