Author

A. Medvedeva

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Biophysics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

A. Kolomeisky· 2 shared H. Teimouri· 2 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersBiophysics

A. Kolomeisky

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2 papers

Recent·Most cited

Differences in Relevant Physicochemical Properties Correlate with Synergistic Activity of Antimicrobial Peptides

A. Medvedeva, H. Teimouri, A. Kolomeisky

This paper develops a theoretical framework to link physicochemical properties of antimicrobial peptides with their synergistic activity, finding that less similar peptides exhibit greater synergy due to complementary antibacterial actions.

bioRxiv · Jun 27, 2023Biophysics

Predicting Antimicrobial Activity for Untested Peptide-Based Drugs Using Collaborative Filtering and Link Prediction

A. Medvedeva, H. Teimouri, A. Kolomeisky

This paper predicts antimicrobial activity of untested peptide-based drugs using collaborative filtering and link prediction to identify effective AMP-AMP and AMP-antibiotic combinations.

bioRxiv · Nov 16, 2022Biophysics