Author

Wojciech Nowak

Sano – Centre for Computational Personalised Medicine International Research Foundation

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

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Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:metagenomics· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Anastasia RomanchenkoiD· 1 shared Ewa SzczurekiD· 1 shared Marcin MożejkoiD· 1 shared Tomasz KościółekiD· 1 shared Zuzanna KarwowskaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Anastasia RomanchenkoORCID

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1 paper

Recent·Most cited

A universal taxonomic and functional human gut microbiome model for disease classification and phenotype discovery

Zuzanna Karwowska, Marcin Możejko, Wojciech Nowak, Anastasia Romanchenko, Ewa Szczurek, Tomasz Kościółek

This paper introduces GUT-FORMer, a transformer-based autoencoder for gut microbiome analysis, achieving accurate disease classification and host trait prediction.

bioRxiv · May 5, 2026 · PreprintBioinformatics