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Repeatability of Automated Image Segmentation with BraTumIA in Patients with Recurrent Glioblastoma.

N Abu KhalafAnnick DesjardinsJames J VredenburghDaniel P Barboriak
Published in: AJNR. American journal of neuroradiology (2021)
Repeatability and overlap metrics varied by segmentation type, with better performance for segmentations of enhancing tumor and tumor edema compared with other components. Incomplete washout of gadolinium contrast agents could account for increasing enhancing tumor volumes on later scans.
Keyphrases
  • deep learning
  • convolutional neural network
  • computed tomography
  • contrast enhanced
  • magnetic resonance
  • magnetic resonance imaging