Approaches for handling imbalanced data used in machine learning in the healthcare field: A case study on Chagas disease database prediction

• André G. Coimbra ,

  Contributed equally to this work with: André G. Coimbra, Cleiane G. Oliveira, Matheus P. Libório, Hasheem Mannan, Laercio I. Santos, Elisa Fusco

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software

  Affiliations Graduate Program in Computer Modeling and Systems, UNIMONTES, Montes Claros, Brazil, Graduate Program in Health Science, UNIMONTES, Montes Claros, Brazil

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• Cleiane G. Oliveira ,

  Contributed equally to this work with: André G. Coimbra, Cleiane G. Oliveira, Matheus P. Libório, Hasheem Mannan, Laercio I. Santos, Elisa Fusco

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software

  Affiliations Graduate Program in Health Science, UNIMONTES, Montes Claros, Brazil, Instituto Federal do Norte de Minas Gerais, Montes Claros Brazil

  https://orcid.org/0009-0007-6543-8854

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• Matheus P. Libório ,

  Contributed equally to this work with: André G. Coimbra, Cleiane G. Oliveira, Matheus P. Libório, Hasheem Mannan, Laercio I. Santos, Elisa Fusco

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

  Affiliation Graduate Program in Computer Modeling and Systems, UNIMONTES, Montes Claros, Brazil

  https://orcid.org/0000-0003-1411-0553

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• Hasheem Mannan ,

  Contributed equally to this work with: André G. Coimbra, Cleiane G. Oliveira, Matheus P. Libório, Hasheem Mannan, Laercio I. Santos, Elisa Fusco

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: hasheem.mannan@ucd.ie

  Affiliation University College Dublin School of Nursing, Midwifery and Health Systems, Health Sciences Centre, Belfield, Dublin 4, Ireland

  https://orcid.org/0000-0001-6209-2586

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• Laercio I. Santos ,

  Contributed equally to this work with: André G. Coimbra, Cleiane G. Oliveira, Matheus P. Libório, Hasheem Mannan, Laercio I. Santos, Elisa Fusco

  Roles Conceptualization, Data curation, Investigation, Methodology

  Affiliation Instituto Federal do Norte de Minas Gerais, Montes Claros Brazil

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• Elisa Fusco ,

  Contributed equally to this work with: André G. Coimbra, Cleiane G. Oliveira, Matheus P. Libório, Hasheem Mannan, Laercio I. Santos, Elisa Fusco

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

  Affiliation Department of Statistics, Computer Science, University of Florence, Florence, Italy

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• Marcos F.S.V. D’Angelo

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

  Affiliation Department of Computer Science, UNIMONTES, Av. Rui Braga, sn, Vila Mauricéia, Montes Claros, Brazil

  https://orcid.org/0000-0001-5754-3397

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