About the Authors

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

liuyun@google.com

‡ 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

Competing Interests

This work was done while all authors were employed at or performing work at Google. Tempus did not play any role in this work. Most authors own Google stock and are co-inventors on patents for machine learning for cancer detection in histopathology images. This does not alter our adherence to PLOS ONE policies on sharing data and materials.