Synthetic positron emission tomography-computed tomography images for use in perceptual studies

Semin Nucl Med. 2011 Nov;41(6):437-48. doi: 10.1053/j.semnuclmed.2011.06.007.

Abstract

To better understand fundamental issues, perception studies of the fusion display would best be performed with a panel of lesions of variable location, size, intensity, and background. There are compelling reasons to use synthetic images that contain artificial lesions for perception research. A consideration of how to obtain this panel of lesions is the nucleus of the present review. This article is a conjoint effort of 3 groups that have joined together to review results from work that they and others have performed. The techniques we review include (1) substitution of lesions into a preexisting image matrix (either using actual prior patient-derived lesions or mathematically modeled artificial lesions), (2) addition of images (either in the attenuation-corrected image space or at an earlier stage before image reconstruction), and (3) simulation of the entire patient image. A judicious combination of the techniques discussed in this review may represent the most efficient pathway of simulating statistically varied but realistic appearing lesions.

Publication types

  • Review

MeSH terms

  • Algorithms
  • Artifacts*
  • Data Display
  • Diagnostic Errors / prevention & control*
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Models, Biological*
  • Perception
  • Positron-Emission Tomography / methods*
  • Sensitivity and Specificity
  • Tomography, X-Ray Computed / methods*