Author

Kaja Gutowska

Institute of Bioorganic Chemistry, Polish Academy of SciencesORCID 0000-0002-5733-8809Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Approach:machine learning (classical)· 1 Organism:virus· 1

Frequent Co-Authors

Jacek BłażewicziD· 1 shared Katrin Sophie BohnsackiD· 1 shared Marika KadeniD· 1 shared Mateusz Kudła· 1 shared Mirko WeberiD· 1 shared Thomas VillmanniD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Jacek BłażewiczORCID

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1 paper

Recent·Most cited

Analysis of SARS-CoV-2 RNA-Sequences by Interpretable Machine Learning Models

Marika Kaden, Katrin Sophie Bohnsack, Mirko Weber, Mateusz Kudła, Kaja Gutowska, Jacek Błażewicz, Thomas Villmann

The paper applies interpretable machine learning to classify and analyze SARS-CoV-2 sequences, identifying potential new virus types through rejected classifications.

bioRxiv · May 15, 2020 · PreprintBioinformatics