About the Authors
- Ellery Wulczyn
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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
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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
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Roles Conceptualization, Data curation, Software, Supervision, Writing – review & editing
Affiliation Google Health, Google LLC, Palo Alto, California, United States of America
- Apaar Sadhwani
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Roles Methodology, Software, Writing – review & editing
Affiliation Google Health, Google LLC, Palo Alto, California, United States of America
- Hongwu Wang
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Roles Data curation, Software, Writing – review & editing
Affiliation Google Health, Google LLC, Palo Alto, California, United States of America
- Isabelle Flament-Auvigne
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Roles Data curation, Formal analysis, Validation, Writing – review & editing
Affiliation Advanced Clinical, Chicago, Illinois, United States of America
- Craig H. Mermel
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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
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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
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Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Supervision, Visualization, Writing – original draft, Writing – review & editing
* E-mail: 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
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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.