Author

Ruslan Gumerov

Primary ORCID profile (0009-0007-6714-4710 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Same name, identified by ORCID

Ruslan GumeroviD1 paper · Centre National de la Recherche Scientifique

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:drug response / drug discovery· 1 Organism:multiple species· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Aleksandr Kalashnikov· 1 shared Aleksandra Pogorelskaya· 1 shared Alex A. ZhavoronkoviD· 1 shared Alex AliperiD· 1 shared Alexander TyshkovskiyiD· 1 shared Anastasia ShneydermaniD· 1 shared Anatoly S. UrbaniD· 1 shared Denis SidorenkoiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Aleksandr Kalashnikov

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Author profile →

1 paper

Recent·Most cited

Precious3GPT: Multimodal Multi-Species Multi-Omics Multi-Tissue Transformer for Aging Research and Drug Discovery

Fedor Galkin, Vladimir Naumov, Stefan Pushkov, Denis Sidorenko, Anatoly S. Urban, Diana Zagirova, Khadija M. Alawi, Alex Aliper, Ruslan Gumerov, Aleksandr Kalashnikov, Sabina Mukba, Aleksandra Pogorelskaya, Feng Ren, Anastasia Shneyderman, Qiuqiong Tang, , Alex A. Zhavoronkov

This paper introduces P3GPT, a multimodal transformer model for aging research and drug discovery that performs multiple tasks across species, tissues, and omics data.

bioRxiv · Jul 25, 2024 · PreprintBioinformatics