The potential of the transformer-based survival analysis model, SurvTrace, for predicting recurrent cardiovascular events and stratifying high-risk patients with ischemic heart disease

• Hiroki Shinohara,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Writing – original draft

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

  https://orcid.org/0000-0002-5903-8244

  ⨯
• Satoshi Kodera ,

  Roles Conceptualization, Project administration, Supervision, Writing – review & editing

  * E-mail: koderasatoshi@gmail.com

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

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

  ⨯
• Yugo Nagae,

  Roles Data curation

  Affiliation Department of Planning, Information and Management, University of Tokyo, Tokyo, Japan

  https://orcid.org/0000-0002-0458-0781

  ⨯
• Takashi Hiruma,

  Roles Data curation

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

  https://orcid.org/0000-0002-4873-9029

  ⨯
• Atsushi Kobayashi,

  Roles Data curation

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

  ⨯
• Masataka Sato,

  Roles Data curation

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

  ⨯
• Shinnosuke Sawano,

  Roles Data curation

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

  ⨯
• Tatsuya Kamon,

  Roles Data curation

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

  ⨯
• Koichi Narita,

  Roles Data curation

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

  ⨯
• Kazutoshi Hirose,

  Roles Data curation

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

  ⨯
• Hiroyuki Kiriyama,

  Roles Data curation

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

  ⨯
• Akihito Saito,

  Roles Data curation

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

  ⨯
• Mizuki Miura,

  Roles Data curation

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

  https://orcid.org/0000-0003-3252-3861

  ⨯
• Shun Minatsuki,

  Roles Data curation

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

  ⨯
• Hironobu Kikuchi,

  Roles Data curation

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

  https://orcid.org/0000-0003-1324-6424

  ⨯
• Norifumi Takeda,

  Roles Supervision

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

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

  ⨯
• Hiroshi Akazawa,

  Roles Supervision

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

  https://orcid.org/0000-0002-3574-9607

  ⨯
• Hiroyuki Morita,

  Roles Supervision

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

  ⨯
•  [ ... ],
• Issei Komuro

  Roles Supervision

  Affiliations Department of Cardiovascular Medicine, University of Tokyo, Tokyo, Japan, International University of Health and Welfare, Tokyo, Japan

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