MRI-based radiomics for differentiating high-grade from low-grade clear cell renal cell carcinoma: a systematic review and meta-analysis.

Journal: Abdominal radiology (New York)
Published Date: May 17, 2025

Abstract

PURPOSE: High-grade clear cell renal cell carcinoma (ccRCC) is linked to lower survival rates and more aggressive disease progression. This study aims to assess the diagnostic performance of MRI-derived radiomics as a non-invasive approach for pre-operative differentiation of high-grade from low-grade ccRCC.

Authors

  • Nima Broomand Lomer
    University of Pennsylvania, Philadelphia, USA. nima.broomand@gmail.com.
  • Amirhosein Ghasemi
    Faculty of Medicine, Guilan University of Medical Sciences, Rasht, Islamic Republic of Iran.
  • Amir Mahmoud Ahmadzadeh
    Department of Radiology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
  • Drew A Torigian
    Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, United States. Drew.Torigian@pennmedicine.upenn.edu.

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