Unsupervised feature learning for electrocardiogram data using the convolutional variational autoencoder

• Jong-Hwan Jang,

  Roles Formal analysis, Investigation, Writing – original draft

  Affiliation Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Yongin, Gyeonggi-do, Republic of Korea

  ⨯
• Tae Young Kim,

  Roles Data curation

  Affiliation BUD.on Inc, Jeonju, Republic of Korea

  ⨯
• Hong-Seok Lim,

  Roles Writing – review & editing

  Affiliation Department of Cardiology, Ajou University School of Medicine, Suwon, Gyeonggi-do, Republic of Korea

  https://orcid.org/0000-0002-3127-2071

  ⨯
• Dukyong Yoon

  Roles Conceptualization, Supervision

  * E-mail: dukyong.yoon@yonsei.ac.kr

  Affiliations Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Yongin, Gyeonggi-do, Republic of Korea, Center for Digital Health, Yongin Severance Hospital, Yonsei University Health System, Yongin, Republic of Korea

  https://orcid.org/0000-0003-1635-8376

  ⨯