Author

Tomasz Łysoń

Medical University of BiałystokORCID 0000-0002-9757-8276Unclaimed 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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Research Focus:benchmarking· 1 Organism:human· 1 Assay:metabolomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Adam Jacek KretowskiiD· 1 shared Adrian GodlewskiiD· 1 shared Joanna GodzieńiD· 1 shared Julia SiemińskaiD· 1 shared Karol Adam KamińskiiD· 1 shared Krzysztof SołowiejiD· 1 shared Michał CiborowskiiD· 1 shared Michał Jan BurdukiewicziD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Adam Jacek KretowskiORCID

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1 paper

Recent·Most cited

Application of class-balancing algorithms to diverse plasma metabolomics datasets using brain tumor as an example

Adrian Godlewski, Krzysztof Sołowiej, Patrycja Mojsak, Joanna Godzień, Julia Siemińska, Adam Jacek Kretowski, Tomasz Łysoń, Michał Jan Burdukiewicz, Karol Adam Kamiński, Michał Ciborowski

This study evaluates class-balancing algorithms on metabolomics datasets from brain tumor patients and controls, finding that undersampling improves model performance while oversampling risks overfitting.

bioRxiv · Jul 7, 2026 · PreprintBioinformatics