A lightweight and robust method for electrocardiogram anomaly detection and localization using multi-scale masked autoencoder

• Ya Zhou ,

  Contributed equally to this work with: Ya Zhou, Yujie Yang

  Roles Conceptualization, Methodology, Project administration, Writing – original draft, Writing – review & editing

  * E-mail: zhaowei@nhc.gov.cn (WZ); zhouya@fuwai.com (YZ)

  Affiliation Department of Information Center, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China

  https://orcid.org/0000-0001-6168-4088

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• Yujie Yang ,

  Contributed equally to this work with: Ya Zhou, Yujie Yang

  Roles Data curation, Formal analysis, Software, Writing – original draft, Writing – review & editing

  Affiliation Department of Information Center, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China

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• Jianhuang Gan,

  Roles Visualization, Writing – review & editing

  Affiliation Department of Information Center, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China

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• Xiangjie Li,

  Roles Validation, Writing – review & editing

  Affiliation National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, National Center for Cardiovascular Diseases, Beijing, China

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• Jing Yuan,

  Roles Project administration, Resources, Validation, Writing – review & editing

  Affiliation Department of Information Center, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China

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• Wei Zhao

  Roles Resources, Supervision, Writing – review & editing

  * E-mail: zhaowei@nhc.gov.cn (WZ); zhouya@fuwai.com (YZ)

  Affiliation Center for Health Statistics and Information, National Health Commission of the People’s Republic of China, Beijing, China

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