Quantifying the incremental value of deep learning: Application to lung nodule detection

• Theodore Warsavage Jr. ,

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

  * E-mail: theodore.warsavage@cuanschutz.edu

  Affiliation Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America

  http://orcid.org/0000-0001-5953-4435

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• Fuyong Xing,

  Roles Conceptualization, Methodology, Supervision

  Affiliation Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America

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• Anna E. Barón,

  Roles Conceptualization, Methodology, Resources, Supervision, Writing – review & editing

  Affiliation Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America

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• William J. Feser,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America

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• Erin Hirsch,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America

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• York E. Miller,

  Roles Data curation, Writing – review & editing

  Affiliations Department of Pulmonary Sciences and Critical Care Medicine, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America, Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, CO, United States of America

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• Stephen Malkoski,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Pulmonary and Critical Care Medicine, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America

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• Holly J. Wolf,

  Roles Writing – review & editing

  Affiliation Department of Community and Behavioral Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America

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• David O. Wilson,

  Roles Data curation, Writing – review & editing

  Affiliation Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America

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• Debashis Ghosh

  Roles Conceptualization, Resources, Supervision, Writing – review & editing

  Affiliation Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America

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