Machine learning model based on preoperative MRI and clinical data for predicting pancreatic fistula after pancreaticoduodenectomy

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Piao Yan, Kuinan Tong, Zhenhao Liu, Tianxin Cheng, Xiaoyang Li, Zhixiang Wang, Hongwei Wu, Kun Liu, Hui Xu, Zhenghan Yang

Published: 2025, Last Modified: 25 May 2026BMC Medical Imaging 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: To establish and validate a machine learning model using preoperative multi-sequence MRI radiomic features and clinical data to predict pancreatic fistula after pancreaticoduodenectomy (PD).