Preoperative prediction of tumor budding in rectal cancer using multiple machine learning algorithms based on MRI T2WI radiomics

Preoperative prediction of tumor budding in rectal cancer using multiple machine learning algorithms based on MRI T2WI radiomics

ObjectiveThis study aimed to explore the radiomics model based on magnetic resonance imaging (MRI) T2WI and compare the value of different machine algorithms in preoperatively predicting tumor budding (TB) grading in rectal cancer.MethodsA retrospective study was conducted on 266 patients with preop...

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Bibliographic Details
Main Authors: Xueting Qu, Liang Zhang, Weina Ji, Jizheng Lin, Guohua Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Oncology
Subjects:
tumor budding 3
rectal cancer
magnetic resonace imaging
algorithm
radiomics
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2023.1267838/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2023.1267838/full

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