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Xiang Chen

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Open access Sep 2026

scGSI: Graph-guided self-supervised integration of paired single-cell multi-omics

Paired single-cell multi-omics technologies provide direct within-cell correspondence across molecular layers and offer a powerful route to dissecting cellular heterogeneity and regulatory relationships. However, effective integration requires more than modality mixing: a useful model must accurately align paired cells...

Xiang Chen, Zi-Han Yang, Xiao-Yu Liu et al. · 0 citations

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