Author

Yevgeniy Kovchegov

Oregon State UniversityORCID 0000-0001-6332-9741Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:bulk RNA-seq· 2 Research Focus:gene regulatory network inference· 2 Approach:statistical model· 2 Research Focus:differential expression· 1

Frequent Co-Authors

Anatoly YambartseviD· 2 shared Andrey MorguniD· 2 shared Debashis Mondal· 1 shared Evgenia ChunikhinaiD· 1 shared Karina Mine· 1 shared Michael Perlin· 1 shared Natalia ShulzhenkoiD· 1 shared Paul Logan· 1 shared

Activity by Year

2013-2020 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 19 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

2 shared papersBioinformatics

Anatoly YambartsevORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintApr 13, 2020

The covariance shift (C-SHIFT) algorithm for normalizing biological data

Evgenia Chunikhina, Paul Logan, Yevgeniy Kovchegov…·Andrey Morgun

The paper introduces the C-SHIFT normalization method to recover the covariance matrix from gene expression data by minimizing noise and improving accuracy over existing techniques.

DOI 10.1101/2020.04.13.038463

bulk RNA-seqstatistical model

𝕏 PostBluesky

BioinformaticsbioRxivNov 15, 2013

Unexpected links reflect the noise in networks

Anatoly Yambartsev, Michael Perlin, Yevgeniy Kovchegov…·Andrey Morgun

The paper introduces a statistical method to estimate and remove erroneous edges in gene regulatory networks, showing improved precision over FDR in large networks.

DOI 10.1186/s13062-016-0155-0

bulk RNA-seqstatistical model

𝕏 PostBluesky