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Preliminary X-ray CT investigation to link Hounsfield unit measurements with the International System of Units (SI).

Zachary H LevineAdele P PeskinAndrew D HolmgrenEdward J Garboczi
Published in: PloS one (2018)
We have developed a two-dimensional material basis that specifies the degree to which individual elements in compounds effect the HU values in XCT images of samples with elements up to atomic number Z = 20. We show that two dimensions is sufficient given the contrast and noise in our experiment. The linear combination of concentrations of elements that can be observed using a medical XCT have been characterized, providing a material basis for use in dual-energy reconstruction. This approach provides groundwork for improved reconstruction and for the link of Hounsfield units to the SI.
Keyphrases
  • dual energy
  • computed tomography
  • image quality
  • contrast enhanced
  • healthcare
  • magnetic resonance
  • deep learning
  • room temperature
  • optical coherence tomography
  • neural network