Joint classification and prediction CNN framework for automatic sleep stage classification

Correctly identifying sleep stages is important in diagnosing and treating sleep disorders. This work proposes a joint classification-and-prediction framework based on convolutional neural networks (CNNs) for automatic sleep staging, and, subsequently, introduces a simple yet efficient CNN architect...

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Bibliographic Details
Main Authors: Phan, H, Andreotti, F, Cooray, N, Chén, O, De Vos, M
Format: Journal article
Published: Institute of Electrical and Electronics Engineers 2018

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