Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers

• Main Authors: Jathurshan Pradeepkumar (Author), Mithunjha Anandakumar (Author), Vinith Kugathasan (Author), Dhinesh Suntharalingham (Author), Simon L. Kappel (Author), Anjula C. De Silva (Author), Chamira U. S. Edussooriya (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Accurate sleep stage classification is significant for sleep health assessment. In recent years, several machine-learning based sleep staging algorithms have been developed, and in particular, deep-learning based algorithms have achieved performance on par with human annotation. Despite improved per...