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Open Access
Peer-reviewed
Research Article
Validation pipeline for machine learning algorithm assessment for multiple vendors
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Bernardo C. Bizzo ,
Roles Conceptualization, Data curation, Formal analysis, Writing – original draft, Writing – review & editing
* E-mail: bbizzo@mgh.harvard.edu
Affiliations MGH & BWH Center for Clinical Data Science, Mass General Brigham, Boston, Massachusetts, United States of America, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
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Shadi Ebrahimian,
Roles Formal analysis, Writing – original draft, Writing – review & editing
Affiliation Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
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Mark E. Walters,
Roles Data curation, Formal analysis, Methodology, Writing – review & editing
Affiliation MGH & BWH Center for Clinical Data Science, Mass General Brigham, Boston, Massachusetts, United States of America
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Mark H. Michalski,
Roles Data curation, Formal analysis, Methodology, Writing – review & editing
Affiliations MGH & BWH Center for Clinical Data Science, Mass General Brigham, Boston, Massachusetts, United States of America, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
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Katherine P. Andriole,
Roles Data curation, Formal analysis, Investigation, Writing – review & editing
Affiliations MGH & BWH Center for Clinical Data Science, Mass General Brigham, Boston, Massachusetts, United States of America, Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
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Keith J. Dreyer,
Roles Data curation, Methodology, Supervision, Writing – review & editing
Affiliations MGH & BWH Center for Clinical Data Science, Mass General Brigham, Boston, Massachusetts, United States of America, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
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Mannudeep K. Kalra,
Roles Formal analysis, Methodology, Supervision, Writing – original draft, Writing – review & editing
Affiliations MGH & BWH Center for Clinical Data Science, Mass General Brigham, Boston, Massachusetts, United States of America, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
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Tarik Alkasab ,
Contributed equally to this work with: Tarik Alkasab, Subba R. Digumarthy
Roles Conceptualization, Methodology, Supervision, Writing – original draft, Writing – review & editing
Affiliations MGH & BWH Center for Clinical Data Science, Mass General Brigham, Boston, Massachusetts, United States of America, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
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Subba R. Digumarthy
Contributed equally to this work with: Tarik Alkasab, Subba R. Digumarthy
Roles Conceptualization, Methodology, Supervision, Writing – original draft, Writing – review & editing
Affiliation Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
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Validation pipeline for machine learning algorithm assessment for multiple vendors
- Bernardo C. Bizzo,
- Shadi Ebrahimian,
- Mark E. Walters,
- Mark H. Michalski,
- Katherine P. Andriole,
- Keith J. Dreyer,
- Mannudeep K. Kalra,
- Tarik Alkasab,
- Subba R. Digumarthy

- Published: April 29, 2022
- https://doi.org/10.1371/journal.pone.0267213