Feature selection and prediction of treatment failure in tuberculosis

• Christopher Martin Sauer ,

  Contributed equally to this work with: Christopher Martin Sauer, David Sasson

  Roles Conceptualization, Data curation, Formal analysis, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: csauer@hsph.harvard.edu

  Affiliations Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, United States of America

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• David Sasson ,

  Contributed equally to this work with: Christopher Martin Sauer, David Sasson

  Roles Data curation, Formal analysis, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America

  http://orcid.org/0000-0002-8048-6260

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• Kenneth E. Paik,

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

  Affiliation Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, United States of America

  http://orcid.org/0000-0003-2221-8441

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• Ned McCague,

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

  Affiliation Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, United States of America

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• Leo Anthony Celi,

  Roles Methodology, Supervision, Writing – review & editing

  Affiliation Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, United States of America

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• Iván Sánchez Fernández ,

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

  ¶‡ These authors also contributed equally to this work.

  Affiliation Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States of America

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• Ben M. W. Illigens

  Roles Conceptualization, Data curation, Formal analysis, Supervision, Validation, Writing – original draft, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States of America

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