Author

Wenchuan Wang

Shanghai Jiao Tong UniversityORCID 0000-0003-1367-5886Unclaimed 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:cell type annotation· 1 Approach:deep learning· 1 Assay:scRNA-seq· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Duyu TangiD· 1 shared Fan YangiD· 1 shared Fang WangiD· 1 shared Hui Juan LuiD· 1 shared Jianhua YaoiD· 1 shared Junzhou HuangiD· 1 shared Yuan FangiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Duyu TangORCID

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1 paper

Recent·Most cited

BioinformaticsNature Machine IntelligencePeer-reviewedSep 26, 2022

scBERT as a Large-scale Pretrained Deep Language Model for Cell Type Annotation of Single-cell RNA-seq Data

Fan Yang, Wenchuan Wang, Fang Wang…·Jianhua Yao

scBERT is a pre-trained deep learning model for cell type annotation in single-cell RNA-seq data, showing improved performance and robustness compared to existing methods.

617 citationstop 1%

scRNA-seqdeep learning

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