Fully automatic bile duct segmentation in magnetic resonance cholangiopancreatography for biliary surgery planning using deep learning

Complications from complex biliary surgery, including live donor liver transplantation, radical resection of biliary tumors, and hepatectomy for hepatolithiasis, occur at a high rate of up to about 30 % [1–4], which mainly consist of biliary injury, bleeding, bile fistula, and biliary stricture. These complications can severely impact patients’ surgical outcomes, quality of life, and even endanger their lives. A key reason is the intricate and variable anatomical structure of the intrahepatic bi…

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