Author

Stanisław Giziński

Deepflare (Poland)ORCID 0000-0002-3695-9809Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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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 Michał Tyrolski· 1 shared Piotr Grzegorczyk· 1 shared Piotr KucharskiiD· 1 shared Sangwoo Kim· 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

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

Grzegorz Preibisch, Michał Tyrolski, Piotr Kucharski, Stanisław Giziński, Piotr Grzegorczyk, Sungho Moon, Sangwoo Kim, Balyn W. Zaro, 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.

bioRxiv · Apr 2, 2026 · PreprintBioinformatics