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Image similarity evaluation of the bulk-density-assigned synthetic CT derived from MRI of intracranial regions for radiation treatment.

Shin-Wook KimHun-Joo ShinJin-Ho HwangJin-Sol ShinSung-Kwang ParkJin-Young KimKi-Jun KimChul-Seung KayYoung-Nam Kang
Published in: PloS one (2017)
The image similarity results showed that BCT has superior results compared to WCT for all measurements performed in this study. Consequently, more accurate radiation treatment for the intracranial regions can be expected when the proper image similarity evaluation introduced in this study is performed.
Keyphrases
  • deep learning
  • contrast enhanced
  • magnetic resonance imaging
  • computed tomography
  • high resolution
  • machine learning
  • image quality
  • diffusion weighted imaging