Author

Roman Bresson

Mohamed bin Zayed University of Artificial Intelligence

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Assay:DNA methylation· 1 Organism:human· 1 Assay:multiome· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Alexandra Gorbonos· 1 shared Kristiina RajamäkiiD· 1 shared Lauri A. AaltoneniD· 1 shared Negar SafinianainiiD· 1 shared Niko VälimäkiiD· 1 shared Pekka MarttineniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Alexandra Gorbonos

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1 paper

Recent·Most cited

OMIDIENT: Multiomics Integration for Cancer by Dirichlet Auto-Encoder Networks

Negar Safinianaini, Niko Välimäki, Roman Bresson, Alexandra Gorbonos, Kristiina Rajamäki, Lauri A. Aaltonen, Pekka Marttinen

OMIDIENT is a multi-omics integration method that uses Dirichlet auto-encoders to improve clustering, classification, and data reconstruction across cancer types.

Communications Biology · Jul 6, 2026Peer-reviewedBioinformatics