Predicting Plasmodium falciparum infection status in blood using a multiplexed bead-based antigen detection assay and machine learning approaches

• Sarah E. Schmedes,

  Roles Conceptualization, Data curation, Formal analysis, Writing – original draft

  Current address: Bureau of Public Health Laboratories, Florida Department of Health, Jacksonville, Florida, United States of America

  Affiliations Malaria Branch, Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America, Association of Public Health Laboratories, Silver Spring, Maryland, United States of America

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• Rafael P. Dimbu,

  Roles Project administration

  Affiliation National Malaria Control Program, Ministry of Health, Luanda, Angola

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• Laura Steinhardt,

  Roles Project administration

  Affiliation Malaria Branch, Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

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• Jean F. Lemoine,

  Roles Project administration

  Affiliation Programme National de la Contrôle de la Malaria, Ministère de la Santé Publique et de la Population, Port-au-Prince, Haiti

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• Michelle A. Chang,

  Roles Project administration

  Affiliation Malaria Branch, Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

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• Mateusz Plucinski,

  Roles Conceptualization, Formal analysis, Project administration, Writing – review & editing

  Affiliations Malaria Branch, Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America, U.S. President’s Malaria Initiative, Centers for Disease Control and Prevention, Atlanta, GA, United States of America

  https://orcid.org/0000-0002-7322-4625

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• Eric Rogier

  Roles Conceptualization, Data curation, Writing – original draft

  * E-mail: erogier@cdc.gov

  Affiliation Malaria Branch, Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

  https://orcid.org/0000-0001-7375-8304

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