Author

Xiaoyu Shen

Yale University

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

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Bioinformatics· 1

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

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Chuan HeiD· 1 shared Leying GuaniD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Chuan HeORCID

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1 paper

Recent·Most cited

A Benchmark of Semi-Supervised scRNA-seq Integration Methods in Real-World Scenarios

Xiaoyu Shen, Chuan He, Leying Guan

This study benchmarks semi-supervised scRNA-seq integration methods against unsupervised baselines across six datasets and five annotation scenarios, finding limited practical benefits of semi-supervised approaches.

bioRxiv · Aug 23, 2025 · PreprintBioinformatics