Author

Alexander Makarov

Primary ORCID profile (0000-0002-7046-6709 · 10 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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

Same name, identified by ORCID

Alexander MakaroviD10 papers · Thermo Fisher Scientific (Germany)

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

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

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Alexey Zakharov

Mutual co-authors in cluster

Author profile →

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