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

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

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...

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Bibliographic Details
Main Authors: Konstantinos Kontras, Christos Chatzichristos, Huy Phan, Johan Suykens, Maarten De Vos
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Sleep staging
multimodal fusion
imperfect modalities
incomplete data
Online Access:https://ieeexplore.ieee.org/document/10400520/

Internet

https://ieeexplore.ieee.org/document/10400520/

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