Open access
Sep 2026
Machine Learning for Identification of Cirrhosis in Autoimmune Hepatitis Using Routine Biomarkers and Liver Elastography: Development and External Validation of an Interpretable Classification Model
Background: Autoimmune hepatitis (AIH) is a chronic immune-mediated liver disease that may progress to cirrhosis. This study aimed to develop and externally validate interpretable machine-learning models for the classification of prevalent cirrhosis in patients with AIH. Methods: The development cohort included 55 pati...
N. Ashimova, S. Abzaliyeva, Araylym Maldanova et al.
· Biomedicines · 0 citations