XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging

Author:

Phan Huy1,Chen Oliver Y.2,Tran Minh C.3,Koch Philipp4,Mertins Alfred5,De Vos Maarten6

Affiliation:

1. School of Electronic Engineering and Computer Science, Queen Mary University of London, 4617 London, London, United Kingdom of Great Britain and Northern Ireland, E1 4NS (e-mail: h.phan@qmul.ac.uk)

2. Department of Engineering Science, University of Oxford, 6396 Oxford, Oxfordshire, United Kingdom of Great Britain and Northern Ireland, (e-mail: yibing.chen@seh.ox.ac.uk)

3. Nuffield Division of Anaesthetics, University of Oxford, 6396 Oxford, Oxfordshire, United Kingdom of Great Britain and Northern Ireland, (e-mail: minh.tran@chch.ox.ac.uk)

4. Institute for Signal Processing, University of Lbeck, Lbeck, Schleswig-Holstein, Germany, (e-mail: ph.koch@uni-luebeck.de)

5. Institute for Signal Processing, University of Lbeck, Lbeck, Schleswig-Holstein, Germany, (e-mail: alfred.mertins@uni-luebeck.de)

6. Department of Electrical Engineering, KU Leuven, 26657 Leuven, Flanders, Belgium, (e-mail: maarten.devos@kuleuven.be)

Funder

The Flemish Governments AI Research Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

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