S20-528 Risk Stratification in Newborns Based on Metabolites Using Deep Learning Prematurity is the single largest cause of death in children under 5 years of age, both in low-and high-income countries. Nima Aghaeepour Alan Chang Jonathan Reiss Gary Shaw Karl Sylvester David Stevenson Jonathan Mayo