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Open Access
Peer-reviewed
Research Article
Deep learning-based survival prediction for multiple cancer types using histopathology images
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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
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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
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Zhaoyang Xu,
Roles Conceptualization, Data curation, Software, Supervision, Writing – review & editing
Affiliation Google Health, Google LLC, Palo Alto, California, United States of America
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Apaar Sadhwani,
Roles Methodology, Software, Writing – review & editing
Affiliation Google Health, Google LLC, Palo Alto, California, United States of America
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Hongwu Wang,
Roles Data curation, Software, Writing – review & editing
Affiliation Google Health, Google LLC, Palo Alto, California, United States of America
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Isabelle Flament-Auvigne,
Roles Data curation, Formal analysis, Validation, Writing – review & editing
Affiliation Advanced Clinical, Chicago, Illinois, United States of America
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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
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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
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Yun Liu ,
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
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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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Deep learning-based survival prediction for multiple cancer types using histopathology images
- Ellery Wulczyn,
- David F. Steiner,
- Zhaoyang Xu,
- Apaar Sadhwani,
- Hongwu Wang,
- Isabelle Flament-Auvigne,
- Craig H. Mermel,
- Po-Hsuan Cameron Chen,
- Yun Liu,
- Martin C. Stumpe
- Published: June 17, 2020
- https://doi.org/10.1371/journal.pone.0233678