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Open access Aug 2026

Biochemically Constrained Multi‐Omics Integration Reveals Protein–Metabolite Dependencies Across Diseases

ProMetNet is presented, a biochemically constrained framework that incorporates pathway‐derived connectivity from the Reactome database into neural network architecture that consistently outperforms evaluated multi‐omics integration methods, maintaining high discriminative performance under substantial data downsamplin...

Ming-Hui Zhao, Na Zhou, Ruo-Tong Liu et al. · 0 citations

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