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DualStabSleepNet: A Dual-Domain Diffusion Stabilization Network for Robust Sleep Staging

Wang, Chongjian et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Existing deep learning approaches for automatic sleep staging suffer from limited robustness under heterogeneous recording conditions, where non-stationary noise, inter-subject differences and cross-dataset distribution shifts cause unstable features and poor generalization. This work proposes DualS
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