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

OBJECTIVE: This 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. METHODS: A retrospective study was conducted on 266 patients with...

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Detalles Bibliográficos
Autores principales: Qu, Xueting, Zhang, Liang, Ji, Weina, Lin, Jizheng, Wang, Guohua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628597/
https://www.ncbi.nlm.nih.gov/pubmed/37941552
http://dx.doi.org/10.3389/fonc.2023.1267838