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Schematic illustration of combining silver nanoparticle-based SERS spectroscopy with fully connected neural network analysis to differentiate NASH from NAFL. a Collection of spectroscopic data of serum by SERS; b Collection of histology data by ultrasound-guided liver biopsy; c In the validation cohort, using machine learning to differentiate NAFL from NASH patients
