Author

Agata Barzowska

Jagiellonian UniversityORCID 0000-0002-2353-5089Unclaimed 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:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1

Frequent Co-Authors

Adam WahidaiD· 1 shared Andreas HochhausiD· 1 shared Anna CzarnaiD· 1 shared Filipe MenezesiD· 1 shared Grzegorz M. PopowicziD· 1 shared Jan Maciej ZauchaiD· 1 shared Johannes Nissen-Meyer· 1 shared Katarzyna PustelnyiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Adam WahidaORCID

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1 paper

Recent·Most cited

Target Preference Maps: A machine learning model generalizing transferable drug-receptor interactions and guiding drug discovery

Filipe Menezes, Adam Wahida, Tony Fröhlich, Phillip Grass, Jan Maciej Zaucha, Valeria Napolitano, Till Siebenmorgen, Katarzyna Pustelny, Agata Barzowska, Sarah Rioton, Kieran Didi, Michael M. Bronstein, Anna Czarna, Andreas Hochhaus, Oliver Plettenburg, , Grzegorz M. Popowicz

The paper introduces a machine learning model that learns spatial preference maps for drug-receptor interactions to guide drug discovery.

bioRxiv · Aug 1, 2025 · PreprintBioinformatics