Artificial intelligence algorithm for real-time detection and counting of Trypanosoma cruzi parasites using smartphone microscopy

• Lin Lin ,

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

  * E-mail: lin@spotlab.org (LL); miguel@spotlab.org (ML-O); mflores@isciii.es (MF-C)

  Affiliations Spotlab, Madrid, Spain, Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain, CIBER de Bioingeniería, Biomateriales y Nanomedicina, Instituto de Salud Carlos III, Madrid, Spain

  https://orcid.org/0000-0003-3397-6002

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• Ana Valeria Solano,

  Roles Formal analysis, Investigation, Methodology, Validation, Writing – review & editing

  Affiliation Facultad de Medicina, Universidad Mayor de San Simón, Cochabamba, Bolivia

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• Fabiola Gonzales,

  Roles Formal analysis, Investigation, Methodology, Validation, Writing – review & editing

  Affiliation Facultad de Medicina, Universidad Mayor de San Simón, Cochabamba, Bolivia

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• Mary Cruz Torrico,

  Roles Conceptualization, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliation Facultad de Medicina, Universidad Mayor de San Simón, Cochabamba, Bolivia

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• Daniel Illanes,

  Roles Project administration, Resources, Supervision, Writing – review & editing

  Affiliation Facultad de Medicina, Universidad Mayor de San Simón, Cochabamba, Bolivia

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• Nuria Díez,

  Roles Data curation, Visualization, Writing – review & editing

  Affiliation Spotlab, Madrid, Spain

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• David Bermejo-Peláez,

  Roles Data curation, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliation Spotlab, Madrid, Spain

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• Elena Dacal,

  Roles Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Spotlab, Madrid, Spain

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• Ramón Vallés-López,

  Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

  Affiliation Spotlab, Madrid, Spain

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• Lucia Pastor,

  Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

  Affiliation Spotlab, Madrid, Spain

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• Roberto Mancebo-Martín,

  Roles Data curation, Investigation, Methodology, Software, Writing – review & editing

  Affiliation Spotlab, Madrid, Spain

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• María Jesús Ledesma-Carbayo,

  Roles Funding acquisition, Methodology, Supervision, Writing – review & editing

  Affiliations Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain, CIBER de Bioingeniería, Biomateriales y Nanomedicina, Instituto de Salud Carlos III, Madrid, Spain

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• Miguel Luengo-Oroz ,

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

  * E-mail: lin@spotlab.org (LL); miguel@spotlab.org (ML-O); mflores@isciii.es (MF-C)

  Affiliation Spotlab, Madrid, Spain

  https://orcid.org/0000-0002-8694-2001

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• Jose M. Rubio,

  Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliations National Centre for Microbiology, Instituto de Salud Carlos III, Madrid, Spain, Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC) Instituto de Salud Carlos III, Madrid, Spain

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• Maria Flores-Chavez

  Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Validation, Writing – review & editing

  * E-mail: lin@spotlab.org (LL); miguel@spotlab.org (ML-O); mflores@isciii.es (MF-C)

  Affiliations National Centre for Microbiology, Instituto de Salud Carlos III, Madrid, Spain, Fundación Mundo Sano, Madrid, Spain

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