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Optimization-based cone-beam CT reconstruction from a virtual isocenter treatment scan

Authors :
Andrew M. Davis
Charles A. Pelizzari
Xiaochuan Pan
Source :
2015 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC).
Publication Year :
2015
Publisher :
IEEE, 2015.

Abstract

Linac-mounted, cone-beam computed tomography (CBCT) imaging systems help with patient setup and treatment volume verification in image guided radiation therapy (IGRT). However, analytic-based reconstruction algorithms, such as FDK, make assumptions about the scanning trajectory that restrict the image isocenter to the mechanical isocenter of the treatment gantry. This limitation prevents tomographic imaging during virtual isocenter treatments. This form of treatment utilizes of a treatment isocenter that is not at the mechanical isocenter of the linac. To implement such a treatment, the patient must be moved as the gantry rotates to ensure the correct distance between the source and virtual isocenter is maintained. Though a trajectory such as this violates the circular trajectory needed for FDK, new optimization-based reconstruction algorithms impose no assumptions of the acquisition trajectory. As such, these algorithms have to potential to reconstruct a volumetric image from the kV projections acquired during a virtual isocenter treatment. We demonstrated this by acquiring a CBCT scan of such a virtual isocenter trajectory in Varian's TrueBeam Developer Mode and subsequently reconstructing it.

Details

Database :
OpenAIRE
Journal :
2015 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)
Accession number :
edsair.doi...........09e41a3f9da05dc829876574ea3c6f39
Full Text :
https://doi.org/10.1109/nssmic.2015.7582115