DUET adaptively merges parametric prediction and single-cell retrieval to achieve state-of-the-art inference of spatial gene expression from histology images.
Spatial transcriptomics prediction from histology jointly through transformer and graph neural networks.Briefings in Bioinformatics, 23(5):bbac297
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DUET: Dual-Paradigm Adaptive Expert Triage with Single-cell Inductive Prior for Spatial Transcriptomics Prediction
DUET adaptively merges parametric prediction and single-cell retrieval to achieve state-of-the-art inference of spatial gene expression from histology images.