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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Yuxi Liu

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Book Open access Aug 2026

GatorTrio: Topology-Refined Tri-View Graph Learning for Spatial Domain Identification in Spatial Transcriptomics

GatorTrio is proposed, a topology-refined tri-view graph learning framework that adaptively fuses views per unit via an interaction-aware sparse Mixture-of-Experts (MoE) router and refine topology through self-training by pruning pseudo-label–inconsistent inter-cluster edges and re-encoding on the refined graphs.

Zhenhao Zhang, Jun Shen, Jiang Bian et al. · 0 citations
Book Open access Aug 2026

GatorTrio: Topology-Refined Tri-View Graph Learning for Spatial Domain Identification in Spatial Transcriptomics

Spatial domain identification in spatial transcriptomics (ST) partitions a tissue section into spatially coherent regions with distinct transcriptional programs. Recent graph-based approaches construct a spatial neighborhood graph and/or an expression-similarity graph and perform unsupervised domain identification with...

Zhenhao Zhang, Jun Shen, Jiang Bian et al. · 0 citations

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