Author

Filip Schymik

Sano – Centre for Computational Personalised Medicine International Research FoundationORCID 0009-0006-1270-6846Unclaimed 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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Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

Jakub Wiktor WojciechowskiiD· 1 shared Lukasz M. SzydlowskiiD· 1 shared Paweł SzczerbiakiD· 1 shared Piotr KucharskiiD· 1 shared Tomasz KościółekiD· 1 shared Valentyn BezshapkiniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Jakub Wiktor WojciechowskiORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 29, 2026

Scaling and democratising structure-based protein function prediction with metagenomic-deepFRI

Valentyn Bezshapkin, Filip Schymik, Piotr Kucharski…·Tomasz Kościółek

The paper introduces metagenomic-deepFRI, a framework that integrates protein structure models into functional annotation pipelines, improving GO term prediction confidence and coverage in metagenomic datasets.

DOI 10.64898/2026.04.27.720983

protein structuredeep learning

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