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Radiomics in radiology: What the radiologist needs to know about technical aspects and clinical impact

  • Riccardo Ferrari,
  • Margherita Trinci,
  • Alice Casinelli,
  • Francesca Treballi,
  • Edoardo Leone,
  • Damiano Caruso,
  • Michela Polici,
  • Lorenzo Faggioni,
  • Emanuele Neri,
  • Michele Galluzzo

摘要

Radiomics represents the science of extracting and analyzing a multitude of quantitative features from medical imaging, revealing the quantitative potential of radiologic images. This scientific review aims to provide radiologists with a comprehensive understanding of radiomics, emphasizing its principles, applications, challenges, limits, and prospects. The limitations of standardization in current scientific production are analyzed, along with possible solutions proposed by some of the referenced papers. As the continuous evolution of medical imaging is ongoing, radiologists must be aware of new perspectives to play a central role in patient management.