A Real-time Image Reconstruction System for Particle Treatment Planning Using Proton Computed Tomography (pCT)
July 17, 2017 Β· Declared Dead Β· π arXiv.org
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Authors
Caesar E. OrdoΓ±ez, Nicholas Karonis, Kirk Duffin, George Coutrakon, Reinhard Schulte, Robert Johnson, Mark Pankuch
arXiv ID
1707.05014
Category
physics.med-ph
Cross-listed
cs.DC
Citations
13
Venue
arXiv.org
Last Checked
3 months ago
Abstract
Proton computed tomography (pCT) is a novel medical imaging modality for mapping the distribution of proton relative stopping power (RSP) in medical objects of interest. Compared to conventional X-ray computed tomography, where range uncertainty margins are around 3.5%, pCT has the potential to provide more accurate measurements to within 1%. This improved efficiency will be beneficial to proton-therapy planning and pre-treatment verification. A prototype pCT imaging device has recently been developed capable of rapidly acquiring low-dose proton radiographs of head-sized objects. We have also developed an advanced, fast image reconstruction software based on distributed computing that utilizes parallel processors and graphical processing units. The combination of fast data acquisition and fast image reconstruction will enable the availability of RSP images within minutes for use in clinical settings. The performance of our image reconstruction software has been evaluated using data collected by the prototype pCT scanner from several phantoms.
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