CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities

• Main Authors: Konstantinos Kontras (Author), Christos Chatzichristos (Author), Huy Phan (Author), Johan Suykens (Author), Maarten De Vos (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Sleep abnormalities can have severe health consequences. Automated sleep staging, i.e. labelling the sequence of sleep stages from the patient’s physiological recordings, could simplify the diagnostic process. Previous work on automated sleep staging has achieved great results, mainly rel...