The diagnostic accuracy of MRI radiomics in axillary lymph node metastasis prediction: a systematic review and meta-analysis.

Journal: International journal of surgery (London, England)
Published Date: Jun 20, 2025

Abstract

BACKGROUND: Breast cancer is the most prevalent malignancy in women and a leading cause of mortality. Accurate assessment of axillary lymph node metastasis (LNM) is critical for breast cancer management. Exploring non-invasive methods such as radiomics for the detection of LNM is highly important.

Authors

  • Mahsa Motiei
    Pediatric Diseases Research Center, Pediatric Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran.
  • Sahand Sadat Mansouri
    Pediatric Diseases Research Center, Pediatric Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran.
  • Amirhossein Tamimi
    Pediatric Diseases Research Center, Pediatric Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran.
  • Simin Farokhi
    USERN Office, Lorestan University of Medical Sciences, Khorramabad, Iran.
  • Arshia Fakouri
    USERN Office, Lorestan University of Medical Sciences, Khorramabad, Iran.
  • Khoosheh Rassam
    Pediatric Diseases Research Center, Pediatric Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran.
  • Nasrin Sedighi-Pirsaraei
    Pediatric Diseases Research Center, Pediatric Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran.
  • Afagh Hassanzadeh-Rad
    Pediatric Diseases Research Center, Pediatric Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran.

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