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Radiation injury vs. recurrent brain metastasis: combining textural feature radiomics analysis and standard parameters may increase 18F-FET PET accuracy without dynamic scans.

Philipp LohmannGabriele StoffelsGarry CecconMarion RappMichael SabelChristian P FilssMarcel A KampCarina StegmayrBernd NeumaierNadim J ShahKarl-Josef LangenNorbert Galldiks
Published in: European radiology (2016)
• Textural feature analysis provides quantitative information about tumour heterogeneity • Textural features help improve discrimination between brain metastasis recurrence and radiation injury • Textural features might be helpful to further understand tumour heterogeneity • Analysis does not require a more time consuming dynamic PET acquisition.
Keyphrases
  • computed tomography
  • machine learning
  • white matter
  • positron emission tomography
  • resting state
  • multiple sclerosis
  • blood brain barrier