Machine learning-based risk factor analysis and prevalence prediction of intestinal parasitic infections using epidemiological survey data

• Aziz Zafar ,

  Contributed equally to this work with: Aziz Zafar, Ziad Attia

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

  Affiliations Colgate University, Department of Mathematics, Hamilton, New York, United States of America, Colgate University, Department of Biology, Hamilton, New York, United States of America

  https://orcid.org/0000-0001-7284-3021

  ⨯
• Ziad Attia ,

  Contributed equally to this work with: Aziz Zafar, Ziad Attia

  Roles Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft

  Affiliations Colgate University, Department of Mathematics, Hamilton, New York, United States of America, Colgate University, Department of Computer Science, Hamilton, New York, United States of America

  https://orcid.org/0000-0001-5221-6688

  ⨯
• Mehret Tesfaye,

  Roles Data curation, Investigation, Methodology, Resources, Validation

  Affiliation Addis Ababa University, College of Health Sciences, Department of Medical Laboratory Science, Addis Ababa, Ethiopia

  ⨯
• Sosina Walelign,

  Roles Data curation, Investigation, Methodology, Project administration, Resources

  Affiliation Addis Ababa University, College of Health Sciences, Department of Medical Laboratory Science, Addis Ababa, Ethiopia

  ⨯
• Moges Wordofa,

  Roles Data curation, Investigation, Methodology, Project administration, Resources

  Affiliation Addis Ababa University, College of Health Sciences, Department of Medical Laboratory Science, Addis Ababa, Ethiopia

  ⨯
• Dessie Abera,

  Roles Data curation, Investigation, Methodology, Resources

  Affiliation Addis Ababa University, College of Health Sciences, Department of Medical Laboratory Science, Addis Ababa, Ethiopia

  ⨯
• Kassu Desta,

  Roles Data curation, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  Affiliation Addis Ababa University, College of Health Sciences, Department of Medical Laboratory Science, Addis Ababa, Ethiopia

  ⨯
• Aster Tsegaye,

  Roles Data curation, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  Affiliation Addis Ababa University, College of Health Sciences, Department of Medical Laboratory Science, Addis Ababa, Ethiopia

  ⨯
• Ahmet Ay ,

  Roles Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – review & editing

  * E-mail: aay@colgate.edu (AA); btaye@colgate.edu (BT)

  Affiliations Colgate University, Department of Mathematics, Hamilton, New York, United States of America, Colgate University, Department of Biology, Hamilton, New York, United States of America

  ⨯
• Bineyam Taye

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

  * E-mail: aay@colgate.edu (AA); btaye@colgate.edu (BT)

  Affiliation Colgate University, Department of Biology, Hamilton, New York, United States of America

  https://orcid.org/0000-0002-5583-9941

  ⨯