Author

Igor Gonteri

Imperial College London

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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Pharmacology & Toxicology· 1

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

Frequent Co-Authors

Jarvist Moore FrostiD· 1 shared Kamil D. BieniasziD· 1 shared Lucrezia PolloniiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperPharmacology & Toxicology

Jarvist Moore FrostORCID

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1 paper

Recent·Most cited

Generating antimicrobial peptides via genomic transfer learning

Lucrezia Polloni, Igor Gonteri, Kamil D. Bieniasz, Jarvist Moore Frost

This paper uses transfer learning with a GPT model trained on genomic data to generate novel antimicrobial peptides, achieving better performance than training on smaller labeled datasets.

bioRxiv · Jun 20, 2026 · PreprintPharmacology & Toxicology