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The ability of GMLVQ and GMLVQ* to identify advanced NAFLD fibrosis (F3‐4) (A) and cirrhosis (F4) (B) can be refined to a panel of approximately 10 specific steroid metabolites (GMLVQ‐10*) without significant reduction in diagnostic performance. GMLVQ, Generalised Matrix Learning Vector Quantisation; NAFLD, non‐alcoholic fatty liver disease
