Diagnosing Coronary Artery Disease on the Basis of Hard Ensemble Voting Optimization.

Mohammedqasim, Hayder; Mohammedqasem, Roa'a; Ata, Oguz; Alyasin, Eman Ibrahim

Mohammedqasim, Hayder; Mohammedqasem, Roa'a; Ata, Oguz; Alyasin, Eman Ibrahim.

Afiliação

Mohammedqasim H; Department of Electrical and Computer Engineering, Institute of Science, Altinbas University, Istanbul 34218, Turkey.
Mohammedqasem R; Department of Electrical and Computer Engineering, Institute of Science, Altinbas University, Istanbul 34218, Turkey.
Ata O; Department of Electrical and Computer Engineering, Institute of Science, Altinbas University, Istanbul 34218, Turkey.
Alyasin EI; Department of Electrical and Computer Engineering, Institute of Science, Altinbas University, Istanbul 34218, Turkey.

Medicina (Kaunas) ; 58(12)2022 Nov 28.

Article em En | MEDLINE | ID: mdl-36556946

Assuntos

Algoritmos; Doença da Artéria Coronariana; Humanos; Doença da Artéria Coronariana/diagnóstico; Aprendizado de Máquina

Palavras-chave

classification; coronary artery disease (CAD); ensemble voting classifier; feature selection; imbalanced data; machine learning; optimization

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Doença da Artéria Coronariana Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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