Author

Caibin Sheng

Novartis (Switzerland)ORCID 0000-0002-7706-1253Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:batch correction / integration· 1 Research Focus:benchmarking· 1 Assay:CITE-seq· 1 Assay:CRISPR screen· 1 Research Focus:deconvolution· 1 Research Focus:dimensionality reduction· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Annick WaldtiD· 1 shared Antoine de WeckiD· 1 shared Audrey KauffmanniD· 1 shared Eric Durand· 1 shared Gang LiiD· 1 shared Giorgio G. GalliiD· 1 shared Guglielmo RomaiD· 1 shared Rachel CuttatiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Annick WaldtORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJan 14, 2022

Probabilistic modeling of ambient noise in single-cell omics data

Caibin Sheng, Rui Lopes, Gang Li…·Antoine de Weck

The paper develops scAR, a machine learning model to remove ambient noise from single-cell omics data across multiple technologies, showing high denoising accuracy.

34 citations

scRNA-seqCITE-seq