Author

Olga Vershinina

N. I. Lobachevsky State University of Nizhny NovgorodORCID 0000-0002-3917-9592Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:differential expression· 2 Organism:human· 2 Approach:statistical model· 2 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Assay:DNA methylation· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Mikhail IvanchenkoiD· 2 shared Alexey A. ZaikiniD· 1 shared Arseniy TrukhanoviD· 1 shared Claudio FranceschiiD· 1 shared Maria Giulia BacaliniiD· 1 shared Mikhail KrivonosoviD· 1 shared Victoria D. TurubanovaiD· 1 shared

Activity by Year

2021-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 12 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

Mikhail IvanchenkoORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Explainable machine learning models for glioma subtype classification and survival prediction

Olga Vershinina, Victoria D. Turubanova, Mikhail Krivonosov, Arseniy Trukhanov, Mikhail Ivanchenko

This paper develops explainable machine learning models to classify glioma subtypes and predict survival using RNA-seq data, achieving high accuracy and transparency.

Cancers · Aug 9, 2025Peer-reviewedBioinformatics

Disentangling age-dependent DNA methylation: deterministic, stochastic, and nonlinear

Olga Vershinina, Maria Giulia Bacalini, Alexey A. Zaikin, Claudio Franceschi, Mikhail Ivanchenko

The paper analyzes age-dependent DNA methylation variability, identifying deterministic and stochastic CpG probes and nonlinear relationships between methylation levels and age.

Scientific Reports · Apr 28, 2021Peer-reviewedSystems Biology