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Multiexponential T2 relaxometry of benign and malignant adipocytic tumours.

Katerina NikiforakiGeorgios S IoannidisEleni LagoudakiGeorgios H ManikisEelco de BreeApostolos KarantanasThomas G MarisKostas Marias
Published in: European radiology experimental (2020)
Healthy adipose tissue and benign lipomas showed a pure biexponential behaviour with similar T2 distributions, while decreased adipocytic cell differentiation characterising aggressive neoplasms was associated with an increased rate of monoexponential decay curves, opening a perspective adipocytic tumour classification.
Keyphrases
  • adipose tissue
  • diffusion weighted imaging
  • machine learning
  • deep learning
  • insulin resistance
  • high fat diet
  • magnetic resonance imaging
  • skeletal muscle
  • magnetic resonance