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The effect of harmonization on the variability of PET radiomic features extracted using various segmentation methods.

Seyyed Ali HosseiniIsaac ShiriPardis GhaffarianGhasem HajianfarAtlas Haddadi AvvalMilad SeyfiStijn ServaesPedro Rosa-NetoHabib ZaidiMohammad Reza Ay
Published in: Annals of nuclear medicine (2024)
Radiomic features are vulnerable to different segmentation methods. ComBat harmonization might be considered a solution to overcome the poor reliability of radiomic features.
Keyphrases
  • deep learning
  • convolutional neural network
  • computed tomography
  • positron emission tomography
  • machine learning