Author

Michał Jadczuk

Bialystok University of Technology

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Bioinformatics· 1

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Organism:bacteria (other)· 1 Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Assay:DNA methylation· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1 Organism:virus· 1 Assay:whole-genome sequencing· 1

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Agnieszka OniśkoiD· 1 shared Arkadiusz GuzińskiiD· 1 shared Jarosław DastychiD· 1 shared Joanna KazimierczakiD· 1 shared Piotr TyneckiiD· 1 shared

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Agnieszka OniśkoORCID

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1 paper

Recent·Most cited

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)