Author

Maria Urbanowicz

ORCID 0000-0002-6503-2092Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Organism:bacteria (other)· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:protein sequence· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Arkadiusz GuzińskiiD· 1 shared Zaneta SzulciD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Arkadiusz GuzińskiORCID

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1 paper

Recent·Most cited

PhageAI: a new approach to predicting the lifestyle of bacteriophages using proteinBERT and convolutional neural networks

Maria Urbanowicz, Arkadiusz Guziński, Zaneta Szulc

PhageAI predicts bacteriophage lifestyle using proteinBERT and CNNs, addressing data scarcity and explainability issues in phage lifecycle classification.

bioRxiv · Sep 2, 2025 · PreprintBioinformatics