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A review of automatic sleep stage classification using machine learning algorithms based on heart rate variability.

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Title: A review of automatic sleep stage classification using machine learning algorithms based on heart rate variability.
Authors: Yu, Ruoxi1 (AUTHOR) yuruoxi@bucm.edu.cn, Li, Yan2 (AUTHOR), Zhao, Kangqing3 (AUTHOR), Fan, Fangfang4 (AUTHOR)
Source: Sleep & Biological Rhythms. Apr2025, Vol. 23 Issue 2, p113-125. 13p.
Database: Academic Search Ultimate
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An: 184303650
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  Data: A review of automatic sleep stage classification using machine learning algorithms based on heart rate variability.
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  Data: <searchLink fieldCode="JN" term="%22Sleep+%26+Biological+Rhythms%22">Sleep & Biological Rhythms</searchLink>. Apr2025, Vol. 23 Issue 2, p113-125. 13p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=184303650
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1007/s41105-024-00563-8
    Languages:
      – Code: eng
        Text: English
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        PageCount: 13
        StartPage: 113
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      – TitleFull: A review of automatic sleep stage classification using machine learning algorithms based on heart rate variability.
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            NameFull: Yu, Ruoxi
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            NameFull: Li, Yan
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            NameFull: Zhao, Kangqing
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            NameFull: Fan, Fangfang
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            – D: 01
              M: 04
              Text: Apr2025
              Type: published
              Y: 2025
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              Value: 23
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              Value: 2
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            – TitleFull: Sleep & Biological Rhythms
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