Author

Michał Tyrolski

Deepflare (Poland)

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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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Research Focus:protein structure prediction· 1 Assay:proteomics· 1

Frequent Co-Authors

Anna GambiniD· 1 shared Balyn W. ZaroiD· 1 shared Grzegorz Preibisch· 1 shared Piotr Grzegorczyk· 1 shared Piotr KucharskiiD· 1 shared Sangwoo Kim· 1 shared Stanisław GizińskiiD· 1 shared Sungho MooniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Anna GambinORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 2, 2026

Resolution of recursive data corruption to transform T-cell epitope discovery

Grzegorz Preibisch, Michał Tyrolski, Piotr Kucharski…·Anna Gambin

The paper identifies methodological errors in epitope discovery that inflate in silico benchmarks and introduces a model trained on clean data that outperforms existing methods.

DOI 10.64898/2026.03.30.710191

humanproteomics

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