Author

Shumin Yin

Shandong University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1 Cancer Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Research Focus:differential expression· 2 Organism:human· 2 Assay:scRNA-seq· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Ke LiuiD· 2 shared Chunyang FuiD· 1 shared Linjin Li· 1 shared Xiuyuan JiniD· 1 shared Xueying Liu· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersBioinformatics

Ke LiuORCID

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2 papers

Recent·Most cited

CFMF: A Clustering-Free Cell Marker Finder for Single-Cell Transcriptomic Data

Shumin Yin, Ke Liu

CFMF identifies marker genes without clustering, showing improved sensitivity for rare cells and uncovering novel markers in multiple scRNA-seq datasets.

bioRxiv · Oct 26, 2025 · PreprintBioinformatics

Pan-cancer landscape of cancer-testis genes revealed by single-cell and spatial transcriptomics

Chunyang Fu, Shumin Yin, Linjin Li, Xiuyuan Jin, Xueying Liu, Ke Liu

The paper analyzes CTGs across cancers using single-cell and spatial transcriptomics to identify regulatory patterns and therapeutic targets.

bioRxiv · Aug 25, 2025 · PreprintCancer Biology