Untargeted metabolomics as a diagnostic tool in NAFLD: discrimination of steatosis, steatohepatitis and cirrhosis - Masarone, Mario; Troisi, Jacopo; Aglitti, Andrea; Torre, Pietro; Colucci, Angelo; Dallio, Marcello; Federico, Alessandro; Balsano, Clara; Persico, Marcello (Metabolomics, 2021)
Keywords: Biochemistry; Biomedical and Life Sciences; Biomedicine; Cell Biology; Cirrhosis; Developmental Biology; Disease; Fatty liver; Glutathione; Hepatocellular carcinoma; Learning algorithms; Life Sciences; Liver cancer; Liver cirrhosis; Liver diseases; Mathematical models; Metabolites; Metabolomics; Molecular Medicine; Original Article; Pathophysiology; Phenylalanine; Steatosis; Taurocholic acid; NAFLD; NASH; Untargeted metabolomics; Ensemble machine learning diagnostics