IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Multi-class Automatic Sleep Staging Method Based on Long Short-term Memory Network Using Single-lead Electrocardiogram Signals

Author(s): Yuhui Wei ; Xia Qi ; Huaning Wang ; Zhian Liu ; Gang Wang ; Xiangguo Yan
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2019.2924980
Regular:

To overcome the disadvantage of clinical manual sleep staging, a convenient, economical and efficient multi-class automatic sleep staging method is proposed based on long short-term memory network... View More

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