Author

Anastasiya A. Gromova

University of Louisiana at LafayetteORCID 0009-0001-6492-9172Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Approach:transformer / foundation model· 2 Approach:deep learning· 1

Frequent Co-Authors

Anthony S. MaidaiD· 1 shared Anthony S. MaidaiD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 0 mutual co-author links

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1 shared paperBioinformatics

Anthony S. MaidaORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMay 20, 2025

ChemBERTaPolyPharm: Modeling polypharmacy side effects with ChemBERTa and PubMed Encoders

Anastasiya A. Gromova, Anthony S. Maida

The paper develops ChemBERTaPolyPharm to model polypharmacy side effects using ChemBERTa and PubMed encoders, achieving an F1 score of 0.93.

DOI 10.1101/2025.05.20.655109

deep learningtransformer / foundation model

𝕏 PostBluesky

BioinformaticsbioRxivPreprintJan 22, 2025

ChemBERTaDDI: Transformer Driven Molecular Structures and Clinical Data for predicting drug-drug interactions

Anastasiya A. Gromova, Anthony S. Maida

This paper introduces ChemBERTaDDI, a framework using transformers to predict drug-drug interactions by combining molecular structures and clinical data, showing improved performance over existing methods.

4 citations

transformer / foundation modeldrug response / drug discovery

𝕏 PostBluesky