Introduction
Sepsis, organ dysfunction, infection, sepsis, Machine learning
INFECTION, SEPSIS, SEPSIS, DYSREGULATED HOST RESPONSE
Sepsis is a significant public health concern characterized by a dysregulated host response to infection, resulting in life-threatening organ dysfunction [Metabolomics is a novel approach developed following genomics, transcriptomics, proteomics and lipidomics [Machine learning is a key area within the field of artificial intelligence [The present study employed liquid chromatography quadrupole time of flight mass spectrometry (LC-QTOF/MS) to analyze the serum metabolites of sepsis patients. Machine learning techniques were then utilized to identify potential biomarkers for the diagnosis and prognosis of sepsis.