Author

Evgeny Terentyev

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Bioinformatics· 1

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Research Focus:batch correction / integration· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Alexander Makarov· 1 shared Alexey Zakharov· 1 shared Dmitry N. ShtokaloiD· 1 shared Nikolay RusskikhiD· 1 shared Yuri V. VyatkiniD· 1 shared Денис АнтонецiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Alexander Makarov

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1 paper

Recent·Most cited

Style transfer with variational autoencoders is a promising approach to RNA-Seq data harmonization and analysis

Nikolay Russkikh, Денис Антонец, Dmitry N. Shtokalo, Alexander Makarov, Yuri V. Vyatkin, Alexey Zakharov, Evgeny Terentyev

This paper applies style transfer methods to RNA-Seq data harmonization and treatment outcome prediction, showing improved style and semantics prediction accuracy compared to existing approaches.

Bioinformatics · Jul 9, 2020Peer-reviewedBioinformatics