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Open Access

Peer-reviewed

Research Article

Deep learning-based survival prediction for multiple cancer types using histopathology images

  • Ellery Wulczyn ,

    Contributed equally to this work with: Ellery Wulczyn, David F. Steiner

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

    Affiliation Google Health, Google LLC, Palo Alto, California, United States of America

    ⨯
  • David F. Steiner ,

    Contributed equally to this work with: Ellery Wulczyn, David F. Steiner

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

    Affiliation Google Health, Google LLC, Palo Alto, California, United States of America

    ⨯
  • Zhaoyang Xu,

    Roles Conceptualization, Data curation, Software, Supervision, Writing – review & editing

    Affiliation Google Health, Google LLC, Palo Alto, California, United States of America

    ⨯
  • Apaar Sadhwani,

    Roles Methodology, Software, Writing – review & editing

    Affiliation Google Health, Google LLC, Palo Alto, California, United States of America

    ⨯
  • Hongwu Wang,

    Roles Data curation, Software, Writing – review & editing

    Affiliation Google Health, Google LLC, Palo Alto, California, United States of America

    ⨯
  • Isabelle Flament-Auvigne,

    Roles Data curation, Formal analysis, Validation, Writing – review & editing

    Affiliation Advanced Clinical, Chicago, Illinois, United States of America

    ⨯
  • Craig H. Mermel,

    Roles Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

    Affiliation Google Health, Google LLC, Palo Alto, California, United States of America

    ⨯
  • Po-Hsuan Cameron Chen,

    Roles Formal analysis, Methodology, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

    Affiliation Google Health, Google LLC, Palo Alto, California, United States of America

    ⨯
  • Yun Liu ,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Supervision, Visualization, Writing – original draft, Writing – review & editing

    [email protected]

    ‡ These authors also contributed equally to this work.

    Affiliation Google Health, Google LLC, Palo Alto, California, United States of America

    ⨯
  • Martin C. Stumpe

    Roles Conceptualization, Data curation, Funding acquisition, Project administration, Software, Supervision, Writing – review & editing

    Current address: Tempus Labs Inc, Chicago, Illinois, United States of America

    ‡ These authors also contributed equally to this work.

    Affiliation Google Health, Google LLC, Palo Alto, California, United States of America

    ⨯

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