Login / Signup

Geometric and dosimetric impact of 3D generative adversarial network-based metal artifact reduction algorithm on VMAT and IMPT for the head and neck region.

Mitsuhiro NakamuraMegumi NakaoKeiho ImanishiHideaki HirashimaYusuke Tsuruta
Published in: Radiation oncology (London, England) (2021)
The GAN-MAR CT volumes generated in a short time were closer to the Reference CT volumes than the Water and Artifacts CT volumes. The observed dosimetric differences compared to the reference plan were clinically acceptable.
Keyphrases
  • image quality
  • dual energy
  • computed tomography
  • contrast enhanced
  • radiation therapy
  • positron emission tomography
  • machine learning
  • magnetic resonance imaging
  • deep learning
  • magnetic resonance
  • pet ct
  • transition metal