title: A model for filtered backprojection reconstruction artifacts due to time-varying attenuation values in perfusion C-arm CT.
abstract: Filtered backprojection is the basis for many CT reconstruction tasks. It assumes constant attenuation values of the object during the acquisition of the projection data. Reconstruction artifacts can arise if this assumption is violated. For example, contrast flow in perfusion imaging with C-arm CT systems, which have acquisition times of several seconds per C-arm rotation, can cause this violation. In this paper, we derived and validated a novel spatio-temporal model to describe these kinds of artifacts. The model separates the temporal dynamics due to contrast flow from the scan and reconstruction parameters. We introduced derivative-weighted point spread functions to describe the spatial spread of the artifacts. The model allows prediction of reconstruction artifacts for given temporal dynamics of the attenuation values. Furthermore, it can be used to systematically investigate the influence of different reconstruction parameters on the artifacts. We have shown that with optimized redundancy weighting function parameters the spatial spread of the artifacts around a typical arterial vessel can be reduced by about 70%. Finally, an inversion of our model could be used as the basis for novel dynamic reconstruction algorithms that further minimize these artifacts.
authors: Department of Computer Science, Pattern Recognition Lab, Friedrich-Alexander University of Erlangen-Nuremberg, Martensstr. 3, 91058 Erlangen, Germany. andreas.fieselmann@informatik.uni-erlangen.de
authors: Andreas
authors: A
authors: Fieselmann
authors: Frank
authors: F
authors: Dennerlein
authors: Yu
authors: Y
authors: Deuerling-Zheng
authors: Jan
authors: J
authors: Boese
authors: Rebecca
authors: R
authors: Fahrig
authors: Joachim
authors: J
authors: Hornegger