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July 21, 2025BioengineeringOpen Access

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

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Authors

DGDavid Luengo GómezMCM. CerezoDCDavid López Cornejo

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Overview

Systematic review and meta-analysis show moderate accuracy of MRI radiomics in predicting pathological nodal status in rectal cancer, suggesting further standardization is needed.

Key Points

  • MRI-based radiomics shows moderate accuracy in predicting pathological nodal status in rectal cancer.
  • Analysis of 16 studies including 3157 patients yielded a pooled sensitivity of 0.68 and specificity of 0.73.
  • Different methodological approaches among studies highlight the need for standardization in MRI protocols.
  • Publication bias may affect results, indicating that further research is essential for clinical applications.

Cite This Study

Gómez et al. (2025) studied this question.

synapsesocial.com/papers/689a0614e6551bb0af8cd4e0https://doi.org/10.3390/bioengineering12070786
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