Author

Natalia Bochkina

Maxwell Institute for Mathematical SciencesORCID 0000-0002-4773-4584Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Approach:Bayesian inference· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:mouse· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Huizi ZhangiD· 1 shared Sara WadeiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Huizi ZhangORCID

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1 paper

Recent·Most cited

Quantifying uncertainty in RNA velocity

Huizi Zhang, Natalia Bochkina, Sara Wade

This paper introduces a Bayesian hierarchical model for RNA velocity estimation with uncertainty quantification, showing improved performance over existing methods in mouse embryonic stem cells.

Biometrics · Jan 6, 2026Peer-reviewedBioinformatics