Metabolomics Models
Metabolomics foundation models learn from metabolite profiles measured by nuclear magnetic resonance and mass spectrometry, capturing the small-molecule signatures of cellular metabolism. By modeling the patterns that link metabolite abundances to physiological and disease states, they support biomarker discovery, metabolic phenotyping, and the interpretation of complex spectra. As metabolomics datasets grow, these models offer a route to reading the downstream chemistry of the genome and environment.
1 model in this category
Notable Models
Top-rated metabolomics models from our evaluations
A self-supervised metabolomic foundation model pretrained on NMR metabolite profiles from 430,000+ UK Biobank participants, applied without backbone retraining to aging, subtyping, and risk tasks.