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MRI-based radiomics to predict lipomatous soft tissue tumors malignancy: a pilot study.

Benjamin LeporqAmine BouhamamaFrank PilleulFabrice LameCatherine BihaneMichael SdikaJean-Yves BlayOlivier Beuf
Published in: Cancer imaging : the official publication of the International Cancer Imaging Society (2020)
This work demonstrates that radiomics allows to predict malignancy in soft tissue lipomatous tumors with routinely used MR acquisition in clinical oncology. These encouraging results need to be further confirmed in an external validation population.
Keyphrases
  • soft tissue
  • contrast enhanced
  • magnetic resonance imaging
  • magnetic resonance
  • lymph node metastasis
  • computed tomography
  • diffusion weighted imaging
  • palliative care
  • squamous cell carcinoma