Author

Yan Peng

Capital Medical UniversityORCID 0000-0002-1115-2443Unclaimed 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:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Organism:human· 1 Organism:mouse· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Bin-Bin Fang· 1 shared Peng Cheng· 1 shared Sheng CheniD· 1 shared Xiaoling ZhangiD· 1 shared Yan-Ze Li· 1 shared Yimin SuniD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Bin-Bin Fang

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1 paper

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedSep 11, 2024

A natural language processing system for the efficient extraction of cell markers

Peng Cheng, Yan Peng, Xiaoling Zhang…·Yimin Sun

This study develops MarkerGeneBERT, an NLP system that extracts cell markers from scRNA-seq literature, achieving 76% completeness and 75% accuracy in marker gene identification.

4 citations

humanmouse

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