Predicting resistance to fluoroquinolones among patients with rifampicin-resistant tuberculosis using machine learning methods

• Shiying You,

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

  Affiliations Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut, United States of America, Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut, United States of America

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• Melanie H. Chitwood,

  Roles Data curation, Writing – review & editing

  Affiliations Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut, United States of America, Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America

  https://orcid.org/0000-0002-9289-5694

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• Kenneth S. Gunasekera,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliations Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut, United States of America, Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America

  https://orcid.org/0000-0003-2098-2358

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• Valeriu Crudu,

  Roles Data curation, Writing – review & editing

  Affiliation Phthisiopneumology Institute, Chisinau, Republic of Moldova

  https://orcid.org/0000-0001-5059-8002

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• Alexandru Codreanu,

  Roles Writing – review & editing

  Affiliation Phthisiopneumology Institute, Chisinau, Republic of Moldova

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• Nelly Ciobanu,

  Roles Writing – review & editing

  Affiliation Phthisiopneumology Institute, Chisinau, Republic of Moldova

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• Jennifer Furin,

  Roles Supervision, Writing – review & editing

  Affiliations Department of Medicine, Case Western Reserve University, Cleveland, Ohio, United States of America, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, United States of America

  https://orcid.org/0000-0002-0825-7199

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• Ted Cohen,

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

  Affiliations Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut, United States of America, Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America

  https://orcid.org/0000-0002-8091-7198

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• Joshua L. Warren,

  Roles Supervision, Writing – review & editing

  Affiliations Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut, United States of America, Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, United States of America

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• Reza Yaesoubi

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

  * E-mail: reza.yaesoubi@yale.edu

  Affiliations Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut, United States of America, Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut, United States of America

  https://orcid.org/0000-0002-9276-5750

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