Author

Svetlana Gribkova

Laboratoire de Probabilités et Modèles AléatoiresORCID 0000-0003-3271-633XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Davide RissoiD· 1 shared Fanny PerraudeauiD· 1 shared Jean‐Philippe VertiD· 1 shared Sandrine DudoitiD· 1 shared

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2018-2018 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Davide RissoORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedJan 12, 2018

ZINB-WaVE: A general and flexible method for signal extraction from single-cell RNA-seq data

Davide Risso, Fanny Perraudeau, Svetlana Gribkova…·Jean‐Philippe Vert

The paper introduces ZINB-WaVE, a method for improving low-dimensional representations of scRNA-seq data by accounting for dropouts and over-dispersion, outperforming PCA and ZIFA.

718 citationstop 1%

scRNA-seqstatistical model

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