CustOmics: A versatile deep-learning based strategy for multi-omics integration

Hakim Benkirane; Yoann Pradat; Stefan Michiels; Paul-Henry Cournède

doi:10.1371/journal.pcbi.1010921

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Open Access

Peer-reviewed

Research Article

CustOmics: A versatile deep-learning based strategy for multi-omics integration

Hakim Benkirane,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliations Université Paris-Saclay, CentraleSupélec, Lab of Mathematics and Informatics (MICS), Gif-sur-Yvette, France, Oncostat U1018, Inserm, Université Paris-Saclay, Équipe Labellisée Ligue Contre le Cancer, CESP, Villejuif, France

https://orcid.org/0000-0002-1039-3878

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Yoann Pradat,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – review & editing

Affiliation Université Paris-Saclay, CentraleSupélec, Lab of Mathematics and Informatics (MICS), Gif-sur-Yvette, France
⨯
Stefan Michiels,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

Affiliations Oncostat U1018, Inserm, Université Paris-Saclay, Équipe Labellisée Ligue Contre le Cancer, CESP, Villejuif, France, Bureau de Biostatistique et d’Épidémiologie, Gustave Roussy, Université Paris-Saclay, Villejuif, France
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Paul-Henry Cournède

Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

* E-mail: paul-henry.cournede@centralesupelec.fr

Affiliation Université Paris-Saclay, CentraleSupélec, Lab of Mathematics and Informatics (MICS), Gif-sur-Yvette, France
⨯

CustOmics: A versatile deep-learning based strategy for multi-omics integration

Hakim Benkirane,
Yoann Pradat,
Stefan Michiels,
Paul-Henry Cournède

Published: March 6, 2023
https://doi.org/10.1371/journal.pcbi.1010921

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