Two-year death prediction models among patients with Chagas Disease using machine learning-based methods

• Ariela Mota Ferreira ,

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

  * E-mail: arielamota@hotmail.com

  Affiliation Graduate Program in Health Sciences, State University of Montes Claros (Universidade Estadual de Montes Claros), Montes Claros, Minas Gerais, Brazil

  https://orcid.org/0000-0002-2315-5318

  ⨯
• Laércio Ives Santos,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Writing – original draft, Writing – review & editing

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

  https://orcid.org/0000-0001-6504-7692

  ⨯
• Ester Cerdeira Sabino,

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

  Affiliation Institute of Tropical medicine, University of São Paulo (Universidade de São Paulo), São Paulo, São Paulo, Brazil

  ⨯
• Antonio Luiz Pinho Ribeiro,

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

  Affiliation Department of Internal Medicine, Federal University of Minas Gerais (Universidade Federal de Minas Gerais), Belo Horizonte, Minas Gerais, Brazil

  ⨯
• Léa Campos de Oliveira-da Silva,

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

  Affiliation Institute of Tropical medicine, University of São Paulo (Universidade de São Paulo), São Paulo, São Paulo, Brazil

  https://orcid.org/0000-0002-7380-7548

  ⨯
• Renata Fiúza Damasceno,

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

  Affiliation Graduate Program in Health Sciences, State University of Montes Claros (Universidade Estadual de Montes Claros), Montes Claros, Minas Gerais, Brazil

  ⨯
• Marcos Flávio Silveira Vasconcelos D’Angelo,

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

  Affiliation Department of Computer Science, State University of Montes Claros (Universidade Estadual de Montes Claros), Montes Claros, Minas Gerais, Brazil

  ⨯
• Maria do Carmo Pereira Nunes,

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

  Affiliation Department of Internal Medicine, Federal University of Minas Gerais (Universidade Federal de Minas Gerais), Belo Horizonte, Minas Gerais, Brazil

  ⨯
• Desirée Sant´Ana Haikal

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

  Affiliation Graduate Program in Health Sciences, State University of Montes Claros (Universidade Estadual de Montes Claros), Montes Claros, Minas Gerais, Brazil

  https://orcid.org/0000-0002-0331-0747

  ⨯