Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation

• Gurpreet Singh,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Validation

  Current address: Global Vx Tech, GlaxoSmithKline, Philadelphia, PA, United States of America

  Affiliation Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America

  http://orcid.org/0000-0002-4354-269X

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• Yasin Hussain,

  Roles Conceptualization

  Affiliation Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America

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• Zhuoran Xu,

  Roles Data curation, Validation, Visualization

  Affiliation Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America

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• Evan Sholle,

  Roles Data curation, Resources

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

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• Kelly Michalak,

  Roles Writing – review & editing

  Affiliation Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America

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• Kristina Dolan,

  Roles Writing – review & editing

  Affiliation Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America

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• Benjamin C. Lee,

  Roles Writing – review & editing

  Affiliation Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America

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• Alexander R. van Rosendael,

  Roles Writing – review & editing

  Affiliation Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands

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• Zahra Fatima,

  Roles Writing – review & editing

  Affiliation Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America

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• Jessica M. Peña,

  Roles Writing – review & editing

  Affiliation Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America

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• Peter W. F. Wilson,

  Roles Writing – review & editing

  Affiliation Emory Clinical Cardiovascular Research Institute, Emory University, Atlanta, Georgia, United States of America

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• Antonio M. Gotto Jr.,

  Roles Writing – review & editing

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

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• Leslee J. Shaw,

  Roles Writing – review & editing

  Affiliation Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America

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• Lohendran Baskaran,

  Roles Writing – review & editing

  Affiliations Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America, Department of Cardiovascular Medicine, National Heart Centre, Singapore, Singapore

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• Subhi J. Al’Aref

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft

  * E-mail: sjalaref@uams.edu

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

  Affiliation Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America

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