Author

Antonina Shurygina

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

Biology Disciplines

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Maria Skornyakova· 1 shared Pavel Skornyakov· 1 shared Vladimir Skornyakov· 1 shared

Activity by Year

2014-2014 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Maria Skornyakova

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1 paper

Recent·Most cited

BioinformaticsF1000ResearchPeer-reviewedSep 12, 2014

Finite-state discrete-time Markov chain models of gene regulatory networks

Vladimir Skornyakov, Maria Skornyakova, Antonina Shurygina, Pavel Skornyakov

This paper develops finite-state Markov chain models for gene regulatory networks, introducing a new updating scheme and demonstrating its ability to model asynchronicity and compute maximal independent sets.

DOI 10.12688/f1000research.4669.1

deep learningstatistical model

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