Preoperative kidney tumor risk estimation with AI: From logistic regression to transformer

• Vesna Barros ,

  Roles Data curation, Formal analysis, Funding acquisition, Investigation, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: vesnarb@gmail.com

  Affiliations IBM Research Israel, Haifa, Israel, The Hebrew University of Jerusalem, Jerusalem, Israel

  https://orcid.org/0000-0002-3057-8140

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• Nour Abdallah,

  Roles Conceptualization, Investigation, Methodology, Writing – review & editing

  Affiliation Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, Ohio, United States of America

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• Michal Ozery-Flato,

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

  Affiliation IBM Research Israel, Haifa, Israel

  https://orcid.org/0000-0002-8223-7989

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• Avihu Dekel,

  Roles Data curation, Formal analysis, Methodology, Software

  Affiliation IBM Research Israel, Haifa, Israel

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• Moshiko Raboh,

  Roles Resources, Software, Validation, Writing – review & editing

  Affiliation IBM Research Israel, Haifa, Israel

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• Nicholas Heller,

  Roles Data curation, Investigation, Methodology, Project administration, Resources, Software, Writing – review & editing

  Affiliation University of Minnesota, Minneapolis, Minnesota, United States of America

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• Simona Rabinovici-Cohen,

  Roles Data curation, Formal analysis, Project administration, Software, Writing – review & editing

  Affiliation IBM Research Israel, Haifa, Israel

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• Alex Golts,

  Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Writing – review & editing

  Affiliation IBM Research Israel, Haifa, Israel

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• Amilcare Gentili,

  Roles Data curation, Formal analysis, Investigation, Methodology, Writing – review & editing

  Affiliation San Diego VA Health Care System, San Diego, California, United States of America

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• Daniel Lang,

  Roles Formal analysis, Investigation, Software, Writing – review & editing

  Affiliations Institute of Radiation Medicine, Helmholtz Munich, Munich, Germany, Physics Department, Technical University of Munich, Garching, Germany

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• Suman Chaudhary,

  Roles Data curation, Formal analysis, Investigation, Methodology

  Affiliation Taiyuan University of Technology, Taiyuan, China

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• Varsha Satish,

  Roles Data curation, Formal analysis, Investigation, Methodology

  Affiliation Indian Institute of Technology Bombay, Bombay, India

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• Resha Tejpaul,

  Roles Project administration, Resources, Writing – review & editing

  Affiliation University of Minnesota, Minneapolis, Minnesota, United States of America

  https://orcid.org/0000-0003-4303-2160

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• Ivan Eggel,

  Roles Investigation, Methodology, Project administration, Resources, Software, Supervision, Writing – review & editing

  Affiliation University of Applied Sciences Western Switzerland (HES-SO), Sierre, Switzerland

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• Itai Guez,

  Roles Data curation, Investigation, Methodology, Software

  Affiliation IBM Research Israel, Haifa, Israel

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• Ella Barkan,

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

  Affiliation IBM Research Israel, Haifa, Israel

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• Henning Müller,

  Roles Project administration, Resources, Software, Supervision, Writing – review & editing

  Affiliations University of Applied Sciences Western Switzerland (HES-SO), Sierre, Switzerland, University of Geneva, Geneva, Switzerland

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• Efrat Hexter,

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

  Affiliation IBM Research Israel, Haifa, Israel

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• Michal Rosen-Zvi ,

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

  ¶‡ These authors are joint senior authors on this work.

  Affiliations IBM Research Israel, Haifa, Israel, The Hebrew University of Jerusalem, Jerusalem, Israel

  https://orcid.org/0000-0001-7616-9724

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•  [ ... ],
• Christopher Weight

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

  ¶‡ These authors are joint senior authors on this work.

  Affiliation Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, Ohio, United States of America

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