Author

Li Huang

Chinese Academy of Medical Sciences & Peking Union Medical CollegeORCID 0000-0002-9437-4366Unclaimed ORCID profile · follow to get notified of new preprints

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Li Huang10 papers · Montana State University

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

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Dongsheng CheniD· 1 shared Weikang GongiD· 1 shared

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2025-2025 · peak 1/yr

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Dongsheng ChenORCID

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1 paper

Recent·Most cited

scValue: value-based subsampling of large-scale single-cell transcriptomic data for machine and deep learning tasks

Li Huang, Weikang Gong, Dongsheng Chen

scValue improves efficiency of large scRNA-seq datasets for ML/DL by prioritizing high-value cells, outperforming existing methods in cell-type annotation tasks.

Briefings in Bioinformatics · May 1, 2025Peer-reviewedBioinformatics