The development of a multimodal prediction model based on CT and MRI for the prognosis of pancreatic cancer

The development of a multimodal prediction model based on CT and MRI for the prognosis of pancreatic cancer

Abstract Purpose To develop and validate a hybrid radiomics model to predict the overall survival in pancreatic cancer patients and identify risk factors that affect patient prognosis. Methods We conducted a retrospective analysis of 272 pancreatic cancer patients diagnosed at the First Affiliated H...

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Bibliographic Details
Main Authors: Zheng Dou, Jiaxi Lin, Chenghao Lu, Xiaoting Ma, Ruoxu Zhang, Jinzhou Zhu, Songbing Qin, Chao Xu, Jinli Li
Format: Article
Language:English
Published: BMC 2025-08-01
Series:BMC Gastroenterology
Subjects:
Pancreatic cancer
Random survival forest
Machine learning
Overall survival
Predictive model
Online Access:https://doi.org/10.1186/s12876-025-04119-z
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