Author

Karol Adam Kamiński

Medical University of BiałystokORCID 0000-0002-9465-2581Unclaimed 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 Krzysztof SołowiejiD· 1 shared Michał CiborowskiiD· 1 shared Michał Jan BurdukiewicziD· 1 shared Patrycja MojsakiD· 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

BioinformaticsbioRxivPreprintJul 7, 2026

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

Adrian Godlewski, Krzysztof Sołowiej, Patrycja Mojsak…·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.

DOI 10.64898/2026.07.02.735756

humanmetabolomics

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