Author

Despoina A. I. Mavridou

The University of Texas at AustinORCID 0000-0002-7449-1151Unclaimed 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:drug response / drug discovery· 1

Frequent Co-Authors

Alexander Dunmyre· 1 shared Andrew D. EllingtoniD· 1 shared Ayesha J. S. MahmoodiD· 1 shared Clayton W. KosonockyiD· 1 shared Daniel WinkleriD· 1 shared Edward M. MarcotteiD· 1 shared Eric V. AnslyniD· 1 shared Filip Kadeřábek· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Alexander Dunmyre

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 17, 2026

Learning from human and chemical languages to predict biological function

Clayton W. Kosonocky, Nikol Kadeřábková, Kangsan Kim…·Despoina A. I. Mavridou

This paper introduces a deep learning model that predicts biological function from chemical structure using scientific literature, identifying effective inhibitors of beta-lactamases.

DOI 10.64898/2026.08.09.743788

deep learningdrug response / drug discovery

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