Incorporating algorithmic uncertainty into a clinical machine deep learning algorithm for urgent head CTs

• Byung C. Yoon,

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

  Current address: Department of Radiology/Neuroradiology, Stanford/VA Palo Alto Health Care, Stanford Medical School, Stanford, CA, United States of America

  Affiliation Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

  https://orcid.org/0000-0003-2929-5677

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• Stuart R. Pomerantz,

  Roles Investigation, Writing – review & editing

  Affiliations Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America, Mass General Brigham Data Science Office, Boston, MA, United States of America

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• Nathaniel D. Mercaldo,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Massachusetts General Hospital Institute for Technology Assessment, Boston, MA, United States of America

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• Swati Goyal,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliations Mass General Brigham Data Science Office, Boston, MA, United States of America, Department of Radiology/ Information Systems, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• Eric M. L’Italien,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliations Mass General Brigham Data Science Office, Boston, MA, United States of America, Department of Radiology/ Information Systems, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• Michael H. Lev,

  Roles Conceptualization, Investigation, Writing – review & editing

  Affiliation Emergency Radiology & Neuroradiology Divisions, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• Karen A. Buch,

  Roles Investigation, Writing – review & editing

  Affiliation Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• Bradley R. Buchbinder,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• John W. Chen,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliations Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America, Massachusetts General Hospital Center for Systems Biology (CSB), Boston, MA, United States of America

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• John Conklin,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Emergency Radiology & Neuroradiology Divisions, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• Rajiv Gupta,

  Roles Investigation, Writing – review & editing

  Affiliations Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America, Massachusetts General Hospital Consortia for Integration of Medicine and Innovative Technologies (CIMIT), Boston, MA, United States of America, Massachusetts General Hospital CT Innovation and Advanced X-ray Imaging Science (AXIS) Center, Boston, MA, United States of America

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• George J. Hunter,

  Roles Investigation, Writing – review & editing

  Affiliation Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• Shahmir C. Kamalian,

  Roles Investigation, Writing – review & editing

  Affiliation Emergency Radiology & Neuroradiology Divisions, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• Hillary R. Kelly,

  Roles Investigation, Writing – review & editing

  Affiliations Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America, Department of Radiology, Massachusetts Eye and Ear Institute, Harvard Medical School, Boston, MA, United States of America

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• Otto Rapalino,

  Roles Investigation, Writing – review & editing

  Affiliation Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

  https://orcid.org/0000-0002-5038-4183

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• Sandra P. Rincon,

  Roles Investigation, Writing – review & editing

  Affiliation Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• Javier M. Romero,

  Roles Investigation, Writing – review & editing

  Affiliation Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• Julian He,

  Roles Data curation, Investigation

  Affiliation Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• Pamela W. Schaefer,

  Roles Investigation, Writing – review & editing

  Affiliations Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America, Mass General Brigham Enterprise Radiology, Boston, MA, United States of America

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• Synho Do,

  Roles Conceptualization, Investigation, Methodology, Writing – review & editing

  Affiliation Mass General Brigham Data Science Office, Boston, MA, United States of America

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•  [ ... ],
• Ramon Gilberto González

  Roles Conceptualization, Formal analysis, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: RGGONZALEZ@mgh.harvard.edu

  Affiliations Neuroradiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America, Mass General Brigham Data Science Office, Boston, MA, United States of America, Massachusetts General Hospital Athinoula A. Martinos Center for Biomedical Imaging, Boston, MA, United States of America

  https://orcid.org/0000-0002-0234-3897

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