Author

Daria Pavliuk

German Research Centre for 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

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:benchmark study· 1 Research Focus:benchmarking· 1

Frequent Co-Authors

David SelbyiD· 1 shared Gerrit GroßmanniD· 1 shared Hind RakiiD· 1 shared Jan EwaldiD· 1 shared Maximilian SprangiD· 1 shared Niloofar Maani· 1 shared Rashika JakhmolaiD· 1 shared Sebastian J. VollmeriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

David SelbyORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Visible neural networks for multi-omics integration: a critical review

David Selby, Rashika Jakhmola, Maximilian Sprang, Gerrit Großmann, Hind Raki, Niloofar Maani, Daria Pavliuk, Jan Ewald, Sebastian J. Vollmer

This paper reviews 86 studies on biologically informed neural networks for multi-omics integration, highlighting trends and challenges in terminology, tools, and evaluation methods.

Frontiers in Artificial Intelligence · Jul 17, 2025Peer-reviewedBioinformatics