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Intra- and inter-operator variability in MRI-based manual segmentation of HCC lesions and its impact on dosimetry.

Elise C CovertKellen FitzpatrickJustin MikellRavi K KazaJohn D MilletDaniel BarkmeierJoseph GemmeteJared ChristensenMatthew J SchipperYuni K Dewaraja
Published in: EJNMMI physics (2022)
Though we find relatively high inter- and intra-observer reliability overall, uncertainty in tumor contouring propagates into non-negligible uncertainty in dose metrics and outcome prediction for individual cases that should be considered in dosimetry-guided treatment.
Keyphrases
  • deep learning
  • contrast enhanced
  • convolutional neural network
  • computed tomography
  • magnetic resonance
  • combination therapy
  • machine learning
  • diffusion weighted imaging