A machine learning model of microscopic agglutination test for diagnosis of leptospirosis

• Yuji Oyamada ,

  Contributed equally to this work with: Yuji Oyamada, Ryo Ozuru

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

  Affiliation Department of Electrical Engineering and Computer Science, Faculty of Engineering, Tottori University, Tottori, Japan

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• Ryo Ozuru ,

  Contributed equally to this work with: Yuji Oyamada, Ryo Ozuru

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Validation, Writing – original draft, Writing – review & editing

  * E-mail: ozuru@fukuoka-u.ac.jp

  Current address: Department of Microbiology and Immunology, Faculty of Medicine, Fukuoka University, Fukuoka, Japan

  Affiliation Division of Bacteriology, Department of Microbiology and Immunology, Faculty of Medicine, Tottori University, Yonago, Tottori, Japan

  https://orcid.org/0000-0002-0616-0190

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• Toshiyuki Masuzawa,

  Roles Formal analysis, Resources, Visualization, Writing – review & editing

  Affiliation Laboratory of Microbiology and Immunology, Faculty of Pharmaceutical Sciences, Chiba Institute of Science, Choshi, Chiba, Japan

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• Satoshi Miyahara,

  Roles Formal analysis, Resources, Validation, Writing – review & editing

  Affiliation Department of Microbiology, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, Fukuoka, Japan

  https://orcid.org/0000-0001-8522-860X

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• Yasuhiko Nikaido,

  Roles Formal analysis, Resources, Validation, Writing – review & editing

  Affiliation Department of Microbiology, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, Fukuoka, Japan

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• Fumiko Obata,

  Roles Validation, Writing – review & editing

  Affiliation Division of Bacteriology, Department of Microbiology and Immunology, Faculty of Medicine, Tottori University, Yonago, Tottori, Japan

  https://orcid.org/0000-0001-6260-9426

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• Mitsumasa Saito,

  Roles Formal analysis, Resources, Validation, Writing – review & editing

  Affiliation Department of Microbiology, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, Fukuoka, Japan

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• Sharon Yvette Angelina M. Villanueva,

  Roles Formal analysis, Resources, Validation, Writing – review & editing

  Affiliation Department of Medical Microbiology, College of Public Health, University of the Philippines Manila, Manilla, Philippines

  https://orcid.org/0000-0001-6958-4110

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• Jun Fujii

  Roles Funding acquisition, Supervision, Writing – review & editing

  Affiliation Division of Bacteriology, Department of Microbiology and Immunology, Faculty of Medicine, Tottori University, Yonago, Tottori, Japan

  https://orcid.org/0000-0002-9565-5012

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