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PanMETAI - a high performance tabular foundation model for accurate pancreatic cancer diagnosis via NMR metabolomics.

Nat Commun · 2026 · PMC12905243 · PMID 41688460

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In contrast, the metabolic profile became dynamic in advanced stages: some metabolites (like TMAO and Threonine) showed a trend toward normalization, while others (such as glutamic acid and glucose) remained persistently elevated.

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