Factors associated with resistance to SARS-CoV-2 infection discovered using large-scale medical record data and machine learning

• Kai-Wen K. Yang ,

  Contributed equally to this work with: Kai-Wen K. Yang, Chloé F. Paris, Kevin T. Gorman, Ilia Rattsev, Rebecca H. Yoo, Yijia Chen

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, United States of America

  https://orcid.org/0000-0002-3915-4280

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• Chloé F. Paris ,

  Contributed equally to this work with: Kai-Wen K. Yang, Chloé F. Paris, Kevin T. Gorman, Ilia Rattsev, Rebecca H. Yoo, Yijia Chen

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

  Affiliations Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, United States of America

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• Kevin T. Gorman ,

  Contributed equally to this work with: Kai-Wen K. Yang, Chloé F. Paris, Kevin T. Gorman, Ilia Rattsev, Rebecca H. Yoo, Yijia Chen

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

  Affiliations Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, United States of America

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• Ilia Rattsev ,

  Contributed equally to this work with: Kai-Wen K. Yang, Chloé F. Paris, Kevin T. Gorman, Ilia Rattsev, Rebecca H. Yoo, Yijia Chen

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

  Affiliations Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, United States of America

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• Rebecca H. Yoo ,

  Contributed equally to this work with: Kai-Wen K. Yang, Chloé F. Paris, Kevin T. Gorman, Ilia Rattsev, Rebecca H. Yoo, Yijia Chen

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

  Affiliations Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, United States of America

  https://orcid.org/0000-0001-8161-8934

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• Yijia Chen ,

  Contributed equally to this work with: Kai-Wen K. Yang, Chloé F. Paris, Kevin T. Gorman, Ilia Rattsev, Rebecca H. Yoo, Yijia Chen

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

  Affiliation Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America

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• Jacob M. Desman,

  Roles Supervision, Writing – review & editing

  Affiliations Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, United States of America

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• Tony Y. Wei,

  Roles Supervision, Writing – review & editing

  Affiliations Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, United States of America

  https://orcid.org/0000-0001-6849-5650

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• Joseph L. Greenstein,

  Roles Supervision, Writing – review & editing

  Affiliations Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, United States of America

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• Casey Overby Taylor,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliations Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, United States of America, Department of Medicine, Division of General Internal Medicine, Johns Hopkins School of Medicine, Baltimore, MD, United States of America

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• Stuart C. Ray

  Roles Conceptualization, Supervision, Writing – review & editing

  * E-mail: sray@jhmi.edu

  Affiliation Department of Medicine, Division of Infectious Diseases, Johns Hopkins School of Medicine, Baltimore, MD, United States of America

  https://orcid.org/0000-0002-1051-7260

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