Automated Sleep Staging via Parallel Frequency-Cut Attention

• Main Authors: Zheng Chen (Author), Ziwei Yang (Author), Lingwei Zhu (Author), Wei Chen (Author), Toshiyo Tamura (Author), Naoaki Ono (Author), Md Altaf- (Author), Shigehiko Kanaya (Author), Ming Huang (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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 automatic...