A multi-institutional study on Ultrasound image analysis for staging HBV-derived liver fibrosis: a potential non-invasive alternative to liver stiffness measurement

Liver stiffness measurement is principal for staging liver fibrosis but not included in routine examinations. We investigated whether comparable diagnostic performance can be achieved by mining ultrasound images and developing a novel serum index (NSI).