Self-Supervised Learning for Label- Efficient Sleep Stage Classification: A Comprehensive Evaluation

The past few years have witnessed a remarkable advance in deep learning for EEG-based sleep stage classification (SSC). However, the success of these models is attributed to possessing a massive amount of labeled data for training, limiting their applicability in real-world scenarios. In such scenar...

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Main Authors: Emadeldeen Eldele (Author), Mohamed Ragab (Author), Zhenghua Chen (Author), Min Wu (Author), Chee-Keong Kwoh (Author), Xiaoli Li (Author)
Format: Book
Published: IEEE, 2023-01-01T00:00:00Z.
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