Machine Learning and Feature Selection Methods for Disease Classification With Application to Lung Cancer Screening Image Data.

Delzell, Darcie A P; Magnuson, Sara; Peter, Tabitha; Smith, Michelle; Smith, Brian J

Delzell, Darcie A P; Magnuson, Sara; Peter, Tabitha; Smith, Michelle; Smith, Brian J.

Afiliação

Delzell DAP; Department of Mathematics and Computer Science, Wheaton College, Wheaton, IL, United States.
Magnuson S; Department of Mathematics and Computer Science, Wheaton College, Wheaton, IL, United States.
Peter T; Department of Mathematics and Computer Science, Wheaton College, Wheaton, IL, United States.
Smith M; Department of Mathematics and Computer Science, Wheaton College, Wheaton, IL, United States.
Smith BJ; Department of Biostatistics, University of Iowa, Iowa City, IA, United States.

Front Oncol ; 9: 1393, 2019.

Article em En | MEDLINE | ID: mdl-31921650

Palavras-chave

CT image; biomarkers; lung cancer; machine learning; radiomics

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies Idioma: En Revista: Front Oncol Ano de publicação: 2019 Tipo de documento: Article País de afiliação: Estados Unidos

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