Thin-slice T2-weighted images and deep-learning-based super-resolution reconstruction: improved preoperative assessment of vascular invasion for pancreatic ductal adenocarcinoma

Thin-slice T2-weighted images and deep-learning-based super-resolution reconstruction: improved preoperative assessment of vascular invasion for pancreatic ductal adenocarcinoma

Abstract Purpose To evaluate the efficacy of thin-slice T2-weighted imaging (T2WI) and super-resolution reconstruction (SRR) for preoperative assessment of vascular invasion in pancreatic ductal adenocarcinoma (PDAC). Methods Ninety-five PDACs with preoperative MRI were retrospectively enrolled as a...

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Main Authors: Xiaoqi Zhou, Yuxin Wu, Yanjin Qin, Chenyu Song, Meng Wang, Huasong Cai, Qiaochu Zhao, Jiawei Liu, Jifei Wang, Zhi Dong, Yanji Luo, Zhenpeng Peng, Shi-Ting Feng
Format: Article
Language:English
Published: SpringerOpen 2025-06-01
Series:Insights into Imaging
Subjects:
Pancreatic ductal adenocarcinoma
Vascular invasion
Super-resolution
MRI
T2WI
Online Access:https://doi.org/10.1186/s13244-025-02022-5
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https://doi.org/10.1186/s13244-025-02022-5

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