Applying masked autoencoder-based self-supervised learning for high-capability vision transformers of electrocardiographies

• Shinnosuke Sawano,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft

  Affiliation Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan

  https://orcid.org/0000-0002-9269-6038

  ⨯
• Satoshi Kodera ,

  Roles Supervision, Writing – review & editing

  * E-mail: koderasatoshi@gmail.com

  Affiliation Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan

  https://orcid.org/0000-0003-2908-6875

  ⨯
• Naoto Setoguchi,

  Roles Writing – review & editing

  Affiliation Division of Cardiology, Mitsui Memorial Hospital, Tokyo, Japan

  ⨯
• Kengo Tanabe,

  Roles Writing – review & editing

  Affiliation Division of Cardiology, Mitsui Memorial Hospital, Tokyo, Japan

  ⨯
• Shunichi Kushida,

  Roles Writing – review & editing

  Affiliation Department of Cardiovascular Medicine, Asahi General Hospital, Chiba, Japan

  ⨯
• Junji Kanda,

  Roles Writing – review & editing

  Affiliation Department of Cardiovascular Medicine, Asahi General Hospital, Chiba, Japan

  ⨯
• Mike Saji,

  Roles Writing – review & editing

  Affiliation Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan

  ⨯
• Mamoru Nanasato,

  Roles Writing – review & editing

  Affiliation Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan

  ⨯
• Hisataka Maki,

  Roles Writing – review & editing

  Affiliation Division of Cardiovascular Medicine, Saitama Medical Center, Jichi Medical University, Omiya, Japan

  ⨯
• Hideo Fujita,

  Roles Writing – review & editing

  Affiliation Division of Cardiovascular Medicine, Saitama Medical Center, Jichi Medical University, Omiya, Japan

  ⨯
• Nahoko Kato,

  Roles Writing – review & editing

  Affiliation Department of Cardiology, Tokyo Bay Medical Center, Urayasu, Japan

  ⨯
• Hiroyuki Watanabe,

  Roles Writing – review & editing

  Affiliation Department of Cardiology, Tokyo Bay Medical Center, Urayasu, Japan

  ⨯
• Minami Suzuki,

  Roles Writing – review & editing

  Affiliation Department of Cardiology, JR General Hospital, Tokyo, Japan

  ⨯
• Masao Takahashi,

  Roles Writing – review & editing

  Affiliation Department of Cardiology, JR General Hospital, Tokyo, Japan

  ⨯
• Naoko Sawada,

  Roles Writing – review & editing

  Affiliation Department of Cardiology, NTT Medical Center Tokyo, Tokyo, Japan

  ⨯
• Masao Yamasaki,

  Roles Writing – review & editing

  Affiliation Department of Cardiology, NTT Medical Center Tokyo, Tokyo, Japan

  ⨯
• Masataka Sato,

  Roles Writing – review & editing

  Affiliation Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan

  ⨯
• Susumu Katsushika,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan

  ⨯
• Hiroki Shinohara,

  Roles Writing – review & editing

  Affiliation Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan

  ⨯
• Norifumi Takeda,

  Roles Writing – review & editing

  Affiliation Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan

  https://orcid.org/0000-0003-4818-3347

  ⨯
• Katsuhito Fujiu,

  Roles Writing – review & editing

  Affiliations Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan, Department of Advanced Cardiology, The University of Tokyo, Tokyo, Japan

  ⨯
• Masao Daimon,

  Roles Writing – review & editing

  Affiliations Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan, Department of Clinical Laboratory, The University of Tokyo Hospital, Tokyo, Japan

  https://orcid.org/0000-0002-7616-3477

  ⨯
• Hiroshi Akazawa,

  Roles Writing – review & editing

  Affiliation Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan

  ⨯
• Hiroyuki Morita,

  Roles Writing – review & editing

  Affiliation Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan

  ⨯
•  [ ... ],
• Issei Komuro

  Roles Supervision, Writing – review & editing

  Affiliation Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan

  ⨯
• [ view all ]
• [ view less ]