A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity

• David Goodman-Meza ,

  Contributed equally to this work with: David Goodman-Meza, Akos Rudas, Jeffrey N. Chiang

  Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

  * E-mail: dgoodman@mednet.ucla.edu

  Affiliation Division of Infectious Diseases, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America

  http://orcid.org/0000-0001-9382-3564

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• Akos Rudas ,

  Contributed equally to this work with: David Goodman-Meza, Akos Rudas, Jeffrey N. Chiang

  Roles Formal analysis

  Affiliations Department of Computational Medicine, UCLA, Los Angeles, California, United States of America, Faculty of Informatics, Eötvös Loránd University (ELTE), Budapest, Hungary

  ⨯
• Jeffrey N. Chiang ,

  Contributed equally to this work with: David Goodman-Meza, Akos Rudas, Jeffrey N. Chiang

  Roles Formal analysis

  Affiliation Department of Computational Medicine, UCLA, Los Angeles, California, United States of America

  http://orcid.org/0000-0002-6843-1355

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• Paul C. Adamson,

  Roles Conceptualization, Writing – review & editing

  Affiliation Division of Infectious Diseases, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America

  http://orcid.org/0000-0002-2776-6458

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• Joseph Ebinger,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Nancy Sun,

  Roles Data curation

  Affiliation Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Patrick Botting,

  Roles Data curation

  Affiliation Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Jennifer A. Fulcher,

  Roles Conceptualization, Writing – review & editing

  Affiliation Division of Infectious Diseases, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America

  http://orcid.org/0000-0001-9895-8636

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• Faysal G. Saab,

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America

  http://orcid.org/0000-0002-4568-3613

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• Rachel Brook,

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America

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• Eleazar Eskin,

  Roles Supervision, Writing – review & editing

  Affiliations Department of Computational Medicine, UCLA, Los Angeles, California, United States of America, Department of Computer Science, UCLA, Los Angeles, California, United States of America, Department of Human Genetics, UCLA, Los Angeles, California, United States of America

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• Ulzee An,

  Roles Formal analysis

  Affiliation Department of Computer Science, UCLA, Los Angeles, California, United States of America

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• Misagh Kordi,

  Roles Formal analysis, Software

  Affiliation Department of Computational Medicine, UCLA, Los Angeles, California, United States of America

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• Brandon Jew,

  Roles Formal analysis

  Affiliation Department of Computational Medicine, UCLA, Los Angeles, California, United States of America

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• Brunilda Balliu,

  Roles Formal analysis

  Affiliation Department of Computational Medicine, UCLA, Los Angeles, California, United States of America

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• Zeyuan Chen,

  Roles Formal analysis

  Affiliation Department of Computer Science, UCLA, Los Angeles, California, United States of America

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• Brian L. Hill,

  Roles Formal analysis

  Affiliation Department of Computer Science, UCLA, Los Angeles, California, United States of America

  http://orcid.org/0000-0002-6881-5770

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• Elior Rahmani,

  Roles Formal analysis

  Affiliation Department of Computer Science, UCLA, Los Angeles, California, United States of America

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• Eran Halperin ,

  Roles Formal analysis, Methodology, Supervision, Writing – review & editing

  ¶‡ These authors jointly supervised the work.

  Affiliations Department of Computational Medicine, UCLA, Los Angeles, California, United States of America, Department of Computer Science, UCLA, Los Angeles, California, United States of America, Department of Human Genetics, UCLA, Los Angeles, California, United States of America, Department of Anesthesiology, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America

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•  [ ... ],
• Vladimir Manuel

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

  ¶‡ These authors jointly supervised the work.

  Affiliations Faculty Practice Group, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America, UCLA Clinical and Translational Science Institute, Los Angeles, California, United States of America

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