A Toolbox for Functional Analysis and the Systematic Identification of Diagnostic and Prognostic Gene Expression Signatures Combining Meta-Analysis and Machine Learning.

Vey, Johannes; Kapsner, Lorenz A.; Fuchs, Maximilian; Unberath, Philipp; Veronesi, Giulia; Kunz, Meik

Vey, Johannes; Kapsner, Lorenz A.; Fuchs, Maximilian; Unberath, Philipp; Veronesi, Giulia; Kunz, Meik.

Afiliação

Vey J; Functional Genomics and Systems Biology Group, Department of Bioinformatics, University of Würzburg, 97074 Würzburg, Germany. johannes.vey@uni-wuerzburg.de.
Kapsner LA; Institute of Medical Biometry and Informatics, University of Heidelberg, Im Neuenheimer Feld 130.3, 69120 Heidelberg, Germany. johannes.vey@uni-wuerzburg.de.
Fuchs M; Center of Medical Information and Communication Technology, Erlangen University Hospital, 91054 Erlangen, Germany. lorenz.kapsner@uk-erlangen.de.
Unberath P; Functional Genomics and Systems Biology Group, Department of Bioinformatics, University of Würzburg, 97074 Würzburg, Germany. maximilian.fuchs@uni-wuerzburg.de.
Veronesi G; Chair of Medical Informatics, Friedrich-Alexander University of Erlangen-Nürnberg, 91058 Erlangen, Germany. maximilian.fuchs@uni-wuerzburg.de.
Kunz M; Chair of Medical Informatics, Friedrich-Alexander University of Erlangen-Nürnberg, 91058 Erlangen, Germany. philipp.unberath@fau.de.

Cancers (Basel) ; 11(10)2019 10 21.

Article em En | MEDLINE | ID: mdl-31640282

Palavras-chave

Bioinformatics tool; R package; biomarker signature; functional analysis; gene expression analysis; machine learning; meta-analysis; survival analysis

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Texto completo: 1 Coleções: 01-internacional Temas: Geral Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Guideline / Prognostic_studies / Systematic_reviews Idioma: En Revista: Cancers (Basel) Ano de publicação: 2019 Tipo de documento: Article País de afiliação: Alemanha

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