Author

Vladyslav Oles

Oak Ridge National LaboratoryORCID 0000-0001-8872-7463Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:statistical model· 2 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Organism:human· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

Alexander PanchenkoiD· 1 shared Andrii SmertenkoiD· 1 shared Ramu AnandakrishnaniD· 1 shared Sajal DashiD· 1 shared

Activity by Year

2017-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 2 mutual co-author links

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1 shared paperBioinformatics

Alexander PanchenkoORCID

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2 papers

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedJun 6, 2025

BiGPICC: a graph-based approach to identifying carcinogenic gene combinations from mutation data

Vladyslav Oles, Sajal Dash, Ramu Anandakrishnan

BiGPICC identifies carcinogenic gene combinations from mutation data using a graph-based heuristic approach, achieving high sensitivity and specificity comparable to exhaustive search.

2 citations

humanwhole-exome sequencing

𝕏 PostBluesky

BioinformaticsPLoS ONEPeer-reviewedFeb 10, 2017

Modeling Hormonal Control of Cambium Proliferation

Vladyslav Oles, Alexander Panchenko, Andrii Smertenko

The paper constructs a Boolean network to model cambium activity in trees, revealing hormonal interactions and molecular diversity in stem cell niches.

19 citations

statistical model

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