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#graph neural networks Open access Oct 2026

Addressing the Abundance Paradox Through Topology‐Guided Graph Learning for Cross‐Cohort Classification of Type 2 Diabetes

ABSTRACT Gut microbiome‐based machine learning models for Type 2 Diabetes (T2D) classification often generalize poorly across cohorts due to population‐specific abundance variations—a practical challenge termed the abundance paradox. To capture conserved features beyond abundance, we developed DS‐GAT‐CP (Dual‐Stream Gr...

Changjian Wu, Ping Wei, Xuhui Wang et al. · 0 citations

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