MicrobiologyNature Machine IntelligencePeer-reviewed
Predicting metabolomic profiles from microbial composition through neural ordinary differential equations
T. Wang, X.-W. Wang, K. Lee-Sarwar…·Y.-Y. Liu
This paper introduces mNODE, a neural ODE-based method predicting metabolomic profiles from microbial composition, showing superior performance and interpretability across human and environmental microbiomes.
DOI 10.1038/s42256-023-00627-3