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Automated Sleep Staging via Parallel Frequency-Cut Attention

Automated Sleep Staging via Parallel Frequency-Cut Attention

Stage-based sleep screening is a widely-used tool in both healthcare and neuroscientific research, as it allows for the accurate assessment of sleep patterns and stages. In this paper, we propose a novel framework that is based on authoritative guidance in sleep medicine and is designed to automatically capture the time-frequency …