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Prediction of lateral lymph node metastasis in rectal cancer patients based on MRI using clinical, deep transfer learning, radiomic, and fusion models

IntroductionLateral lymph node (LLN) metastasis in rectal cancer significantly affects patient treatment and prognosis. This study aimed to comprehensively compare the performance of various predictive models in predicting LLN metastasis.MethodsIn this retrospective study, data from 152 rectal cance...

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Principais autores: Yi Sun, Zhongxiang Lu, Hongjie Yang, Peishi Jiang, Zhichun Zhang, Jiafei Liu, Yuanda Zhou, Peng Li, Qingsheng Zeng, Yu Long, Laiyuan Li, Binbin Du, Xipeng Zhang
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2024-07-01
Serier:Frontiers in Oncology
Fag:
lateral lymph node metastasis
rectal cancer
radiomics
deep transfer learning
predictive model
Online adgang:https://www.frontiersin.org/articles/10.3389/fonc.2024.1433190/full
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