Harnessing clinical annotations to improve deep learning performance in prostate segmentation

• Karthik V. Sarma,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation University of California, Los Angeles, Los Angeles, CA, United States of America

  https://orcid.org/0000-0002-7442-9526

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• Alex G. Raman,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Software, Writing – review & editing

  Affiliations University of California, Los Angeles, Los Angeles, CA, United States of America, Western University of Health Sciences, Pomona, CA, United States of America

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• Nikhil J. Dhinagar,

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

  Affiliations University of California, Los Angeles, Los Angeles, CA, United States of America, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States of America

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• Alan M. Priester,

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

  Affiliation University of California, Los Angeles, Los Angeles, CA, United States of America

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• Stephanie Harmon,

  Roles Conceptualization, Data curation, Resources, Software, Writing – review & editing

  Affiliations National Cancer Institute, National Institutes of Health, Bethesda, MD, United States of America, Clinical Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, United States of America

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• Thomas Sanford,

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

  Affiliations National Cancer Institute, National Institutes of Health, Bethesda, MD, United States of America, SUNY Upstate Medical Center, Syracuse, NY, United States of America

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• Sherif Mehralivand,

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

  Affiliation National Cancer Institute, National Institutes of Health, Bethesda, MD, United States of America

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• Baris Turkbey,

  Roles Conceptualization, Data curation, Project administration, Resources, Supervision, Writing – review & editing

  Affiliation National Cancer Institute, National Institutes of Health, Bethesda, MD, United States of America

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• Leonard S. Marks,

  Roles Conceptualization, Data curation, Funding acquisition, Resources, Supervision, Writing – review & editing

  Affiliation University of California, Los Angeles, Los Angeles, CA, United States of America

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• Steven S. Raman,

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

  Affiliation University of California, Los Angeles, Los Angeles, CA, United States of America

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• William Speier,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliation University of California, Los Angeles, Los Angeles, CA, United States of America

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• Corey W. Arnold

  Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  * E-mail: cwarnold@ucla.edu

  Affiliation University of California, Los Angeles, Los Angeles, CA, United States of America

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