Accurate and fast feature selection workflow for high-dimensional omics data

Yasset Perez-Riverol; Max Kuhn; Juan Antonio Vizcaíno; Marc-Phillip Hitz; Enrique Audain

doi:10.1371/journal.pone.0189875

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Open Access

Peer-reviewed

Research Article

Accurate and fast feature selection workflow for high-dimensional omics data

Yasset Perez-Riverol ,

Roles Conceptualization, Formal analysis, Supervision, Writing – original draft

* E-mail: yperez@ebi.ac.uk (YPR); enrique.audain@uksh.de (EA)

Affiliation European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridge, United Kingdom
⨯
Max Kuhn,

Roles Writing – review & editing

Affiliation RStudio Inc., Boston, MA, United States of America
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Juan Antonio Vizcaíno,

Roles Writing – review & editing

Affiliation European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridge, United Kingdom
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Marc-Phillip Hitz,

Roles Writing – review & editing

Affiliations Department of Congenital Heart Disease and Pediatric Cardiology, Universitätsklinikum Schleswig–Holstein Kiel, Kiel, Germany, German Center for Cardiovascular Research (DZHK), Berlin, Germany, Department of Human Genetics, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany, Wellcome Trust Sanger Institute, Cambridge, United Kingdom
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Enrique Audain

Roles Formal analysis, Software, Visualization, Writing – original draft

* E-mail: yperez@ebi.ac.uk (YPR); enrique.audain@uksh.de (EA)

Affiliations Department of Congenital Heart Disease and Pediatric Cardiology, Universitätsklinikum Schleswig–Holstein Kiel, Kiel, Germany, German Center for Cardiovascular Research (DZHK), Berlin, Germany, Department of Human Genetics, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany

http://orcid.org/0000-0002-9201-7840

⨯

Accurate and fast feature selection workflow for high-dimensional omics data

Yasset Perez-Riverol,
Max Kuhn,
Juan Antonio Vizcaíno,
Marc-Phillip Hitz,
Enrique Audain

Published: December 20, 2017
https://doi.org/10.1371/journal.pone.0189875
See the preprint

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