Artigo de periodico

A machine learning approach to predict positive coronary artery calcium scores in individuals with diabetes: a cross-sectional analysis of ELSA-Brasil baseline data (2025)

• Authors:
  • Amorim, Jonatas Lima de
  • Bensenor, Isabela
  • Alencar, Airlane Pereira
  • Pereira, Alexandre da Costa
  • Goulart, Alessandra Carvalho
  • Lotufo, Paulo Andrade
  • Santos, Itamar de Souza
• USP affiliated authors: BENSEÑOR, ISABELA JUDITH MARTINS - FM ; ALENCAR, AIRLANE PEREIRA - IME ; PEREIRA, ALEXANDRE DA COSTA - FM ; GOULART, ALESSANDRA CARVALHO - FSP ; LOTUFO, PAULO ANDRADE - FM ; SANTOS, ITAMAR DE SOUZA - FM ; AMORIM, JÔNATAS LIMA DE - FM
• Unidades: FM; IME; FSP
• DOI: 10.1590/1414-431X2025e14986
• Subjects: APRENDIZADO COMPUTACIONAL; DOENÇAS CARDIOVASCULARES; ESTATÍSTICA APLICADA
• Keywords: Atherosclerotic cardiovascular disease prediction; Diabetes; Coronary artery calcification; Machine learning; Supervised learning
• Agências de fomento:
  • Financiamento Ministério de Ciência e Tecnologia
  • Financiamento CNPq
  • Financiamento PROEX
  • Financiamento CAPES
• Language: Inglês
• Objetivos de Desenvolvimento Sustentável (ODS):
  • 03. Saúde e bem-estar
• Imprenta:
  • Publisher place: Ribeirão Preto
  • Date published: 2025
• Source:
  • Título: Brazilian Journal of Medical and Biological Research
  • ISSN: 0100-879X
  • Volume/Número/Paginação/Ano: v. 58, artigo n. e14986, p. 1-8, 2025


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• ABNT

  AMORIM, Jonatas Lima de et al. A machine learning approach to predict positive coronary artery calcium scores in individuals with diabetes: a cross-sectional analysis of ELSA-Brasil baseline data. Brazilian Journal of Medical and Biological Research, v. 58, n. artigo e14986, p. 1-8, 2025Tradução . . Disponível em: https://doi.org/10.1590/1414-431X2025e14986. Acesso em: 15 abr. 2026.

• APA

  Amorim, J. L. de, Bensenor, I., Alencar, A. P., Pereira, A. da C., Goulart, A. C., Lotufo, P. A., & Santos, I. de S. (2025). A machine learning approach to predict positive coronary artery calcium scores in individuals with diabetes: a cross-sectional analysis of ELSA-Brasil baseline data. Brazilian Journal of Medical and Biological Research, 58( artigo e14986), 1-8. doi:10.1590/1414-431X2025e14986

• NLM

  Amorim JL de, Bensenor I, Alencar AP, Pereira A da C, Goulart AC, Lotufo PA, Santos I de S. A machine learning approach to predict positive coronary artery calcium scores in individuals with diabetes: a cross-sectional analysis of ELSA-Brasil baseline data [Internet]. Brazilian Journal of Medical and Biological Research. 2025 ; 58( artigo e14986): 1-8.[citado 2026 abr. 15 ] Available from: https://doi.org/10.1590/1414-431X2025e14986

• Vancouver

  Amorim JL de, Bensenor I, Alencar AP, Pereira A da C, Goulart AC, Lotufo PA, Santos I de S. A machine learning approach to predict positive coronary artery calcium scores in individuals with diabetes: a cross-sectional analysis of ELSA-Brasil baseline data [Internet]. Brazilian Journal of Medical and Biological Research. 2025 ; 58( artigo e14986): 1-8.[citado 2026 abr. 15 ] Available from: https://doi.org/10.1590/1414-431X2025e14986

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