The Value of MRI-Based Radiomics in Predicting the Pathological Nodal Status of Rectal Cancer: A Systematic Review and Meta-Analysis

The Value of MRI-Based Radiomics in Predicting the Pathological Nodal Status of Rectal Cancer: A Systematic Review and Meta-Analysis

<b>Background:</b> MRI-based radiomics has emerged as a promising approach to enhance the non-invasive, presurgical assessment of lymph node staging in rectal cancer (RC). However, its clinical implementation remains limited due to methodological variability in published studies. We cond...

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Main Authors: David Luengo Gómez, Marta García Cerezo, David López Cornejo, Ángela Salmerón Ruiz, Encarnación González-Flores, Consolación Melguizo Alonso, Antonio Jesús Láinez Ramos-Bossini, José Prados, Francisco Gabriel Ortega Sánchez
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Bioengineering
Subjects:
radiomics
magnetic resonance imaging
lymph node
staging
precision
machine learning
Online Access:https://www.mdpi.com/2306-5354/12/7/786
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