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Comparison of machine learning algorithms for clinical event prediction (risk of coronary heart disease).
Beunza, Juan-Jose; Puertas, Enrique; García-Ovejero, Ester; Villalba, Gema; Condes, Emilia; Koleva, Gergana; Hurtado, Cristian; Landecho, Manuel F.
Afiliação
  • Beunza JJ; Machine Learning Health Working Group, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain; Department of Medicine, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain. Electronic address: juanjo@juanjobeunza.com.
  • Puertas E; Machine Learning Health Working Group, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain; Department of Computer Science and Technology, School of Architecture, Engineering and Design, Universidad Europea de Madrid, Madrid, Spain.
  • García-Ovejero E; Machine Learning Health Working Group, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain; Department of Nursing and Psychology, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain.
  • Villalba G; Machine Learning Health Working Group, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain; Indra, Madrid, Spain.
  • Condes E; Machine Learning Health Working Group, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain.
  • Koleva G; Machine Learning Health Working Group, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain.
  • Hurtado C; Machine Learning Health Working Group, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain; Department of Pharmacy and Biotechnology, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain.
  • Landecho MF; Machine Learning Health Working Group, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain; Departament of Internal Medicine, Clinica Universidad de Navarra, Pamplona, Spain.
J Biomed Inform ; 97: 103257, 2019 09.
Article em En | MEDLINE | ID: mdl-31374261
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Doença das Coronárias / Aprendizado de Máquina Supervisionado Tipo de estudo: Etiology_studies / Evaluation_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2019 Tipo de documento: Article
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Doença das Coronárias / Aprendizado de Máquina Supervisionado Tipo de estudo: Etiology_studies / Evaluation_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2019 Tipo de documento: Article