Browsing Bergen Open Research Archive by Author "Bjørk, Ida"
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Algebraic topology-based machine learning using MRI predicts outcomes in primary sclerosing cholangitis
Singh, Yashbir; Jons, William A.; Eaton, John E.; Vesterhus, Mette Nåmdal; Karlsen, Tom Hemming; Bjørk, Ida; Abildgaard, Andreas; Jørgensen, Kristin Kaasen; Folseraas, Trine; Little, Derek; Gulamhusein, Aliya F.; Petrovic, Kosta; Negård, Anne; Conte, Gian Marco; Sobek, Joseph D.; Jagtap, Jaidip; Venkatesh, Sudhakar K.; Gores, Gregory J.; LaRusso, Nicholas F.; Lazaridis, Konstantinos N.; Erickson, Bradley J. (Journal article; Peer reviewed, 2022)Background: Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease that can lead to cirrhosis and hepatic decompensation. However, predicting future outcomes in patients with PSC is challenging. Our ...