Rapid and non-invasive detection of malaria parasites using near-infrared spectroscopy and machine learning

• Maggy T. Sikulu-Lord ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: maggy.lord@uq.edu.au

  Affiliation School of the Environment, Faculty of Science, The University of Queensland, Brisbane, Queensland, Australia

  https://orcid.org/0000-0002-9346-2970

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• Michael D. Edstein,

  Roles Conceptualization, Funding acquisition, Investigation, Writing – review & editing

  Affiliation Department of Drug Evaluation, Australian Defence Force Malaria and Infectious Disease Institute, Brisbane, Queensland, Australia

  https://orcid.org/0000-0002-6975-1799

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• Brendon Goh,

  Roles Data curation, Formal analysis, Investigation, Writing – review & editing

  Affiliation School of the Environment, Faculty of Science, The University of Queensland, Brisbane, Queensland, Australia

  https://orcid.org/0000-0002-4518-2608

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• Anton R. Lord,

  Roles Data curation, Formal analysis, Funding acquisition, Writing – review & editing

  Affiliation Centre for Data Science, Queensland University of Technology, Brisbane, Queensland, Australia

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• Jye A. Travis,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Drug Evaluation, Australian Defence Force Malaria and Infectious Disease Institute, Brisbane, Queensland, Australia

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• Floyd E. Dowell,

  Roles Conceptualization, Writing – review & editing

  Affiliation Center for Grain and Animal Health Research, USDA Agricultural Research Service, Manhattan, Kansas, United States of America

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• Geoffrey W. Birrell,

  Roles Funding acquisition, Writing – review & editing

  Affiliation Department of Drug Evaluation, Australian Defence Force Malaria and Infectious Disease Institute, Brisbane, Queensland, Australia

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• Marina Chavchich

  Roles Conceptualization, Funding acquisition, Investigation, Writing – review & editing

  Affiliation Department of Drug Evaluation, Australian Defence Force Malaria and Infectious Disease Institute, Brisbane, Queensland, Australia

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