Prognostic pan-cancer and single-cancer models: A large-scale analysis using a real-world clinico-genomic database

• Sarah F. McGough ,

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

  * E-mail: mcgough.sarah@gene.com (SFM); tibs@stanford.edu (RT)

  Affiliation Computational Sciences, Genentech Research and Early Development, Genentech, Inc., South San Francisco, California, United States of America

  https://orcid.org/0000-0003-2448-6714

  ⨯
• Svetlana Lyalina,

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

  Affiliation Safety Science, Product Development, Genentech, Inc., South San Francisco, California, United States of America

  ⨯
• Devin Incerti,

  Roles Formal analysis, Methodology, Writing – review & editing

  Affiliation Data Sciences, Product Development, Genentech, Inc., South San Francisco, California, United States of America

  ⨯
• Yunru Huang,

  Roles Formal analysis, Methodology, Writing – review & editing

  Affiliation Data Sciences, Product Development, Genentech, Inc., South San Francisco, California, United States of America

  ⨯
• Stefka Tyanova,

  Roles Formal analysis, Methodology, Writing – review & editing

  Affiliation Data Sciences, Product Development, Genentech, Inc., South San Francisco, California, United States of America

  ⨯
• Kieran Mace,

  Roles Conceptualization, Formal analysis, Funding acquisition, Project administration, Writing – review & editing

  Affiliation Data Sciences, Product Development, Genentech, Inc., South San Francisco, California, United States of America

  https://orcid.org/0000-0002-8131-3118

  ⨯
• Chris Harbron,

  Roles Methodology, Supervision, Writing – review & editing

  Affiliation Data Sciences, Product Development, F. Hoffmann-La Roche, Ltd., Welwyn Garden City, United Kingdom

  ⨯
• Ryan Copping,

  Roles Conceptualization, Funding acquisition, Resources, Writing – review & editing

  Affiliation Computational Sciences, Genentech Research and Early Development, Genentech, Inc., South San Francisco, California, United States of America

  ⨯
• Balasubramanian Narasimhan ,

  Contributed equally to this work with: Balasubramanian Narasimhan

  Roles Methodology, Software, Supervision, Writing – review & editing

  Affiliations Department of Statistics, Stanford University, Stanford, California, United States of America, Department of Biomedical Data Sciences, Stanford University, Stanford, California, United States of America

  ⨯
• Robert Tibshirani

  Roles Methodology, Software, Supervision, Writing – review & editing

  * E-mail: mcgough.sarah@gene.com (SFM); tibs@stanford.edu (RT)

  Affiliations Department of Statistics, Stanford University, Stanford, California, United States of America, Department of Biomedical Data Sciences, Stanford University, Stanford, California, United States of America

  ⨯