Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing

• Mohit Pandey,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Writing – original draft

  Current address: Ipsos US Public Affairs, New York, New York, United States of America

  Affiliation Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

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• Zhuoran Xu,

  Roles Data curation, Formal analysis, Validation, Visualization

  Affiliation Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

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• Evan Sholle,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Information Technologies and Services, Weill Cornell Medicine, New York, New York, United States of America

  http://orcid.org/0000-0001-9518-4399

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• Gabriel Maliakal,

  Roles Formal analysis

  Current address: Cleerly, Inc, New York, New York, United States of America

  Affiliation Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

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• Gurpreet Singh,

  Roles Formal analysis

  Current address: GlaxoSmithKline, Pennsylvania, Pennsylvania, United States of America

  Affiliation Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

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• Zahra Fatima,

  Roles Writing – review & editing

  Affiliation Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

  http://orcid.org/0000-0003-0565-7151

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• Daria Larine,

  Roles Writing – review & editing

  Affiliation Jaffe Food Allergy Institute, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America

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• Benjamin C. Lee,

  Roles Writing – review & editing

  Affiliation Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

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• Jing Wang,

  Roles Writing – review & editing

  Affiliation Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

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• Alexander R. van Rosendael,

  Roles Writing – review & editing

  Current address: Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands

  Affiliation Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

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• Lohendran Baskaran,

  Roles Writing – review & editing

  Current address: Department of Cardiovascular Medicine, National Heart Centre Singapore, Singapore, Singapore

  Affiliation Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

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• Leslee J. Shaw,

  Roles Writing – review & editing

  Affiliation Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

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• James K. Min,

  Roles Conceptualization, Methodology, Supervision

  Current address: Cleerly, Inc, New York, New York, United States of America

  Affiliation Department of Radiology, Weill Cornell Medicine, New York, New York, United States of America

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• Subhi J. Al’Aref

  Roles Conceptualization, Methodology, Supervision

  * E-mail: SJAlaref@UAMS.edu

  Affiliation Division of Cardiology, Department of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America

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