Scaling law for noise variance and spatial resolution in differential phase contrast computed tomography

Med Phys. 2011 Feb;38(2):584-8. doi: 10.1118/1.3533718.

Abstract

Purpose: The noise variance versus spatial resolution relationship in differential phase contrast (DPC) projection imaging and computed tomography (CT) are derived and compared to conventional absorption-based x-ray projection imaging and CT.

Methods: The scaling law for DPC-CT is theoretically derived and subsequently validated with phantom results from an experimental Talbot-Lau interferometer system.

Results: For the DPC imaging method, the noise variance in the differential projection images follows the same inverse-square law with spatial resolution as in conventional absorption-based x-ray imaging projections. However, both in theory and experimental results, in DPC-CT the noise variance scales with spatial resolution following an inverse linear relationship with fixed slice thickness.

Conclusions: The scaling law in DPC-CT implies a lesser noise, and therefore dose, penalty for moving to higher spatial resolutions when compared to conventional absorption-based CT in order to maintain the same contrast-to-noise ratio.

Publication types

  • Letter
  • Research Support, N.I.H., Extramural

MeSH terms

  • Image Processing, Computer-Assisted
  • Phantoms, Imaging
  • Reproducibility of Results
  • Tomography, X-Ray Computed / methods*