Contrast-enhanced CT radiomics combined with multiple machine learning algorithms for preoperative identification of lymph node metastasis in pancreatic ductal adenocarcinoma

ObjectivesThis research aimed to assess the value of radiomics combined with multiple machine learning algorithms in the diagnosis of pancreatic ductal adenocarcinoma (PDAC) lymph node (LN) metastasis, which is expected to provide clinical treatment strategies.MethodsA total of 128 patients with pat...

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Bibliographic Details

Published in:	Frontiers in Oncology
Main Authors:	Yue Huang, Han Zhang, Lingfeng Chen, Qingzhu Ding, Dehua Chen, Guozhong Liu, Xiang Zhang, Qiang Huang, Denghan Zhang, Shangeng Weng
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-09-01
Subjects:	pancreatic ductal adenocarcinoma radiomics lymph node metastasis machine learning computed tomography
Online Access:	https://www.frontiersin.org/articles/10.3389/fonc.2024.1342317/full