Stabilizing Extreme Few-Shot ECG Classification via Self-Supervised Contrastive Pretraining.

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Title: Stabilizing Extreme Few-Shot ECG Classification via Self-Supervised Contrastive Pretraining.
Authors: Zeng L; The First Affiliated Hospital of Jinan University, Guangzhou, China., Pan J; The First Affiliated Hospital of Jinan University, Guangzhou, China., Lu Y; Universiti Malaya, Kuala Lumpur, Malaysia., Pan X; Guangzhou College of Technology and Business, Guangzhou, China.
Source: Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc [Ann Noninvasive Electrocardiol] 2026 May; Vol. 31 (3), pp. e70188.
Publication Type: Journal Article
Journal Info: Publisher: Wiley Periodicals, Inc Country of Publication: United States NLM ID: 9607443 Publication Model: Print Cited Medium: Internet ISSN: 1542-474X (Electronic) Linking ISSN: 1082720X NLM ISO Abbreviation: Ann Noninvasive Electrocardiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Zeng+L%22">Zeng L</searchLink>; The First Affiliated Hospital of Jinan University, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Pan+J%22">Pan J</searchLink>; The First Affiliated Hospital of Jinan University, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Lu+Y%22">Lu Y</searchLink>; Universiti Malaya, Kuala Lumpur, Malaysia.<br /><searchLink fieldCode="AU" term="%22Pan+X%22">Pan X</searchLink>; Guangzhou College of Technology and Business, Guangzhou, China.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley+Periodicals%2C+Inc%22">Wiley Periodicals, Inc </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9607443 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1542-474X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221082720X%22">1082720X </searchLink><i>NLM ISO Abbreviation: </i>Ann Noninvasive Electrocardiol <i>Subsets: </i>MEDLINE
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1111/anec.70188
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      – Code: eng
        Text: English
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        StartPage: e70188
    Titles:
      – TitleFull: Stabilizing Extreme Few-Shot ECG Classification via Self-Supervised Contrastive Pretraining.
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            NameFull: Zeng L
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            NameFull: Pan J
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            NameFull: Lu Y
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            NameFull: Pan X
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          Dates:
            – D: 01
              M: 05
              Text: 2026 May
              Type: published
              Y: 2026
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              Value: 1542-474X
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              Value: 31
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            – TitleFull: Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc
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