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Predicting metabolomic profiles from microbial composition through neural ordinary differential equations

Tong Wang, Xu‐Wen Wang, Kathleen Lee‐Sarwar, Augusto A. Litonjua, Scott T. Weiss, Yizhou Sun, Sergei Maslov, Yang‐Yu Liu

2023Nature Machine Intelligence52 citationsDOIOpen Access PDF

Topics & Concepts

MetabolomicsBiological systemComposition (language)Differential (mechanical device)ChemistryOrdinary differential equationEnvironmental chemistryBiologyDifferential equationMathematicsChromatographyPhysicsThermodynamicsMathematical analysisLinguisticsPhilosophyMetabolomics and Mass Spectrometry StudiesChromatography in Natural ProductsGut microbiota and health
Predicting metabolomic profiles from microbial composition through neural ordinary differential equations | Litcius