Author

Roksana Malinowska

University of Warsaw

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

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

Agata P. PerlinskaiD· 1 shared Dawid Uchal· 1 shared Denisa ŠrámkováiD· 1 shared Eva KlimentováiD· 1 shared Joanna Ida SulkowskaiD· 1 shared Maciej SikoraiD· 1 shared Mai Lan NguyeniD· 1 shared Marta KorpacziD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Agata P. PerlinskaORCID

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1 paper

Recent·Most cited

Knot or Not? Sequence-Based Identification of Knotted Proteins With Machine Learning

Maciej Sikora, Eva Klimentová, Dawid Uchal, Denisa Šrámková, Agata P. Perlinska, Mai Lan Nguyen, Marta Korpacz, Roksana Malinowska, Szymon Nowakowski, Paweł Rubach, Petr Šimeček, Joanna Ida Sulkowska

This study uses machine learning to predict protein knotting from amino acid sequences, achieving 98.5% accuracy using AlphaFold predictions and UniProt data.

Protein Science · Jun 18, 2024Peer-reviewedBioinformatics