Title :
Fast Monte Carlo estimation of patient and detector scatter and crosstalk contamination in SPECT imaging
Author :
Ouyang, Jinsong ; Moore, Stephen C. ; Park, Mi-Ae ; Fakhri, Georges El
Author_Institution :
Brigham & Women´´s Hosp., Boston, MA, USA
Abstract :
Monte Carlo methods offer the potential to provide an accurate correction for scatter and detector effects, especially when imaging isotopes that emit multiple photons, or dual-isotopes. Recently, a group at Utrecht University has developed some promising acceleration techniques by combining scatter maps with convolution-based forced detection. We extend their work in four ways: using the Delta Scattering technique to rapidly determine photon interaction points, simulating scatter maps for many energy bins to improve accuracy, decoupling the simulation of the object and the detector using point spread functions which include all detector effects, and including coherent scattering in addition to photoelectric effect and Compton scattering when simulating photon interactions. We store point spread functions as multi-dimensional arrays to improve speed and accuracy. A software package was developed and validated in a torso phantom experiment. Three spheres filled with 111In were placed in the non-uniformly attenuating phantom. CT and SPECT scans were acquired and spatially registered. A good agreement between experimental and simulated profiles was found for four energy windows (50-95, 81-104, 147-195, 212-278 keV). For the two low energy windows, primary photons contribution can be modeled correctly only if the PSF includes all detector effects. A triple-energy window method overestimated scatter profiles compared to the Monte Carlo simulated scatter.
Keywords :
Compton effect; Monte Carlo methods; convolution; crosstalk; image registration; medical image processing; optical transfer function; phantoms; photoelectricity; single photon emission computed tomography; CT scans; Compton scattering; Delta Scattering technique; SPECT imaging; acceleration techniques; coherent scattering; convolution-based forced detection; crosstalk contamination; detector effects; detector scatter; fast Monte Carlo estimation; isotope imaging; multidimensional arrays; nonuniformly attenuating phantom; patient scatter; photoelectric effect; photon interaction points; point spread functions; scatter maps; spatial image registration; torso phantom; triple-energy window method; Contamination; Crosstalk; Detectors; Electromagnetic scattering; Imaging phantoms; Isotopes; Monte Carlo methods; Object detection; Particle scattering; Single photon emission computed tomography;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2005 IEEE
Print_ISBN :
0-7803-9221-3
DOI :
10.1109/NSSMIC.2005.1596616