Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease characterized by progressive multifocal bile duct strictures. In the present study, we developed a multiview deep CNN ensemble for the automated classification of PSC-compatible bile duct alterations on 2D MRCP images taken at both 1.5T and 3T. We compared the diagnostic performance of our model to that of four diagnostic radiologists at different levels of training and with varying experience in reading MRCP images.​