CNNs trained with adult data are useful in pediatrics. A pneumonia classification example

• Maria Rollan-Martinez-Herrera,

  Roles Conceptualization, Data curation, Formal analysis, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Radiology, Applied Chest Imaging Laboratory, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America

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• Alejandro A. Díaz,

  Roles Data curation, Writing – review & editing

  Affiliation Division of Pulmonary and Critical Care Medicine, Chest Imaging Laboratory, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America

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• Rubén San José Estépar,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Radiology, Applied Chest Imaging Laboratory, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America

  https://orcid.org/0000-0002-7095-2432

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• Gonzalo Vegas Sanchez-Ferrero,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Radiology, Applied Chest Imaging Laboratory, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America

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• James C. Ross,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Radiology, Applied Chest Imaging Laboratory, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America

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• Raúl San José Estépar ,

  Roles Conceptualization, Data curation, Supervision, Writing – review & editing

  * E-mail: rsanjose@bwh.harvard.edu

  ¶‡ RSJE and PN are co-senior authors on this work.

  Affiliation Department of Radiology, Applied Chest Imaging Laboratory, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America

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• Pietro Nardelli

  Roles Conceptualization, Data curation, Writing – review & editing

  ¶‡ RSJE and PN are co-senior authors on this work.

  Affiliation Department of Radiology, Applied Chest Imaging Laboratory, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America

  https://orcid.org/0000-0003-4280-558X

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