Author

Jarosław Dastych

Institute for Medical BiologyORCID 0000-0001-9102-2261Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 2 Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Assay:DNA methylation· 1 Approach:experimental assay· 1 Research Focus:host-pathogen & immune response· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Agnieszka OniśkoiD· 1 shared Arkadiusz GuzińskiiD· 1 shared Ewelina Agnieszka WójcikiD· 1 shared Joanna KazimierczakiD· 1 shared Jolanta Witaszewska· 1 shared Justyna MatczakiD· 1 shared Karolina PospiechiD· 1 shared Katarzyna Grochala· 1 shared

Activity by Year

2020-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Agnieszka OniśkoORCID

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2 papers

Recent·Most cited

MicrobiologybioRxivPreprintJan 30, 2026

Combined Lytic Score as a new metric to quantify phage-host specificity, tested in a screening study on a collection of Salmonella strains.

Michał Różański, Natalia Adamiak, Karolina Pospiech…·Jarosław Dastych

The paper introduces the Combined Lytic Score (CLS) to quantify phage-host specificity and tests it on Salmonella strains, finding over 65% of strains show high susceptibility.

DOI 10.64898/2026.01.28.702309

bacteria (other)experimental assay

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BioinformaticsbioRxivPreprintJul 11, 2020

✦ In-depth digest

PhageAI - Bacteriophage Life Cycle Recognition with Machine Learning and Natural Language Processing

Piotr Tynecki, Arkadiusz Guziński, Joanna Kazimierczak…·Agnieszka Oniśko

A linear SVM on Word2Vec 6-mer embeddings of phage nucleotide sequences calls phages virulent or temperate with 98.90% cross-validated accuracy, needing no ORF annotation.

166 citations

virusbacteria (other)

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