Improving preoperative risk-of-death prediction in surgery congenital heart defects using artificial intelligence model: A pilot study

• João Chang Junior ,

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

  * E-mail: chang.joao@gmail.com

  Affiliations Department of Cardiovascular Surgery—Pediatric Cardiac Unit, Heart Institute of University of São Paulo Medical School—HCFMUSP—InCor, São Paulo, Brazil, Fundação Armando Alvares Penteado–FAAP, São Paulo, Brazil, Escola Superior de Engenharia e Gestão–ESEG, São Paulo, Brazil

  http://orcid.org/0000-0001-6013-2222

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• Fábio Binuesa,

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

  Affiliation Department of Cardiovascular Surgery—Pediatric Cardiac Unit, Heart Institute of University of São Paulo Medical School—HCFMUSP—InCor, São Paulo, Brazil

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• Luiz Fernando Caneo,

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

  Affiliation Department of Cardiovascular Surgery—Pediatric Cardiac Unit, Heart Institute of University of São Paulo Medical School—HCFMUSP—InCor, São Paulo, Brazil

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• Aida Luiza Ribeiro Turquetto,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Project administration, Supervision, Validation, Writing – review & editing

  Affiliations Department of Cardiovascular Surgery—Pediatric Cardiac Unit, Heart Institute of University of São Paulo Medical School—HCFMUSP—InCor, São Paulo, Brazil, Health Technology Assessment Center of Clinics Hospital–NATS-HCFMUSP, São Paulo, Brazil

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• Elisandra Cristina Trevisan Calvo Arita,

  Roles Resources, Writing – review & editing

  Affiliation Department of Cardiovascular Surgery—Pediatric Cardiac Unit, Heart Institute of University of São Paulo Medical School—HCFMUSP—InCor, São Paulo, Brazil

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• Aline Cristina Barbosa,

  Roles Resources, Writing – review & editing

  Affiliation Department of Cardiovascular Surgery—Pediatric Cardiac Unit, Heart Institute of University of São Paulo Medical School—HCFMUSP—InCor, São Paulo, Brazil

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• Alfredo Manoel da Silva Fernandes,

  Roles Conceptualization, Formal analysis, Investigation, Supervision, Validation, Writing – review & editing

  Affiliation Department of Cardiovascular Surgery—Pediatric Cardiac Unit, Heart Institute of University of São Paulo Medical School—HCFMUSP—InCor, São Paulo, Brazil

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• Evelinda Marramon Trindade,

  Roles Conceptualization, Formal analysis, Investigation, Supervision, Validation, Writing – review & editing

  Affiliations Department of Cardiovascular Surgery—Pediatric Cardiac Unit, Heart Institute of University of São Paulo Medical School—HCFMUSP—InCor, São Paulo, Brazil, Health Technology Assessment Center of Clinics Hospital–NATS-HCFMUSP, São Paulo, Brazil, São Paulo State Health Secretariat–SES-SP, São Paulo, Brazil

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• Fábio Biscegli Jatene,

  Roles Conceptualization, Investigation, Project administration, Supervision, Validation, Writing – review & editing

  Affiliation Department of Cardiovascular Surgery—Pediatric Cardiac Unit, Heart Institute of University of São Paulo Medical School—HCFMUSP—InCor, São Paulo, Brazil

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• Paul-Eric Dossou,

  Roles Visualization, Writing – review & editing

  Affiliation Institut Catholique des Arts et Métiers–Icam, Paris-Sénart, France

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• Marcelo Biscegli Jatene

  Roles Conceptualization, Investigation, Project administration, Supervision, Validation, Writing – review & editing

  Affiliation Department of Cardiovascular Surgery—Pediatric Cardiac Unit, Heart Institute of University of São Paulo Medical School—HCFMUSP—InCor, São Paulo, Brazil

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