A Deep Learning Approach to Analysis of MRCP Images Predicts Clinical Events and Progression to Cirrhosis in Patients With Primary Sclerosing Cholangitis

♦ Primary sclerosing cholangitis (PSC) is a chronic heterogeneous cholangiopathy and prognostic scores have modest ability to predict clinical outcomes.

♦ Magnetic resonance cholangiopancreatography (MRCP) is the primary method of PSC diagnosis, but its prognostic utility remains unclear.