Development and evaluation of explainable machine learning models for predicting prognosis in patients with primary biliary cholangitis
Background This study aimed to develop, validate and evaluate interpretable machine learning models using clinical and laboratory data for prognosis prediction in patients with primary biliary cholangitis (PBC). Methods This study included 7905 patients treated for PBC. The cohort data were randomly divided into traini...