Our New Publication: Nature Methods

Integration and annotation of spatial multi-omic data with DIRAC

Summary

DIRAC learns task-discriminative features that are insensitive to domain shifts caused by batch effects, omic modalities or study sites, enabling a shared embedding space and automated cell-type annotation through label transfer from reference datasets.

Overview of DIRAC and assessment of spatial multi-omic vertical integration

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Dr Liu Receives the 2026 Young Scientist Award