A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy

• Oscar Holmström ,

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

  * E-mail: oscar.holmstrom@helsinki.fi

  Affiliation Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland

  https://orcid.org/0000-0001-9447-4618

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• Sebastian Stenman,

  Roles Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland

  https://orcid.org/0000-0001-5780-0285

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• Antti Suutala,

  Roles Conceptualization, Formal analysis, Methodology, Software, Validation, Writing – review & editing

  Affiliation Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland

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• Hannu Moilanen,

  Roles Conceptualization, Formal analysis, Methodology, Resources, Writing – review & editing

  Affiliation Center of Microscopy and Nanotechnology, University of Oulu, Oulu, Finland

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• Hakan Kücükel,

  Roles Formal analysis, Investigation, Software, Writing – review & editing

  Affiliation Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland

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• Billy Ngasala,

  Roles Conceptualization, Methodology, Project administration, Writing – review & editing

  Affiliations Department of Women’s and Children’s Health, International Maternal and Child Health (IMCH), Uppsala University, Uppsala, Sweden, Department of Medical Entomology and Parasitology, School of Public Health, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania

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• Andreas Mårtensson,

  Roles Conceptualization, Methodology, Project administration, Writing – review & editing

  Affiliation Department of Women’s and Children’s Health, International Maternal and Child Health (IMCH), Uppsala University, Uppsala, Sweden

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• Lwidiko Mhamilawa,

  Roles Conceptualization, Methodology, Writing – review & editing

  Affiliations Department of Women’s and Children’s Health, International Maternal and Child Health (IMCH), Uppsala University, Uppsala, Sweden, Department of Medical Entomology and Parasitology, School of Public Health, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania

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• Berit Aydin-Schmidt,

  Roles Methodology, Writing – review & editing

  Affiliation Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden

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• Mikael Lundin,

  Roles Methodology, Software, Writing – review & editing

  Affiliation Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland

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• Vinod Diwan,

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

  Affiliation Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden

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• Nina Linder,

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

  Affiliations Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland, Department of Women’s and Children’s Health, International Maternal and Child Health (IMCH), Uppsala University, Uppsala, Sweden

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• Johan Lundin

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

  Affiliations Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland, Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden

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