Title :
Reconstruction of multi-pinhole SPECT data with correction of attenuation, scatter and intrinsic detector resolution
Author :
Feng, Bing ; Bai, Bing ; Smith, Anne M. ; Austin, Derek W. ; Mintzer, Robert A. ; Gregor, Jens
Author_Institution :
Siemens Preclinical Solutions, Knoxville
fDate :
Oct. 26 2007-Nov. 3 2007
Abstract :
Multi-pinhole SPECT collimators can provide sub-millimeter resolution and improved sensitivity over single-pinhole and parallel-beam collimators. Attenuation and scatter will degrade the quantitative accuracy of reconstruction for lower energy emitters like I-125 and therefore both effects should be accounted for during reconstruction. We implemented an OSEM MAP reconstruction which incorporated attenuation, scatter and detector intrinsic resolution for a multi-pinhole detector designed for whole-body mouse imaging. The ray- driven projector/backprojector implemented considerably reduced the calculation of attenuation factors and decreased reconstruction time compared to a voxel-driven approach. The multi-pinhole SPECT system simulated consists of 2 or 4 cameras, with a 5-pinhole collimator plate for each. The attenuation map would be obtained from a CT system mounted on the same gantry. Scatter is estimated from scatter windows using a triple energy window (TEW) method and applied during the iterative reconstruction. A quadratic smoothness prior is implemented to control noise. Simulations with the MOBY mouse phantom show that modeling of the pinhole sensitivity, attenuation and detector intrinsic resolution results in a more accurate reconstruction. Preliminary Monte Carlo simulations showed the importance of determining and correcting the attenuation and scatter for I-125 imaging. Further investigations will be performed towards accurate estimation of the point-spread-function or sensitivity model of the multi-pinhole collimator plate.
Keywords :
Monte Carlo methods; collimators; expectation-maximisation algorithm; image reconstruction; image resolution; medical image processing; optical transfer function; phantoms; single photon emission computed tomography; MOBY mouse phantom; Monte Carlo simulation; OSEM MAP reconstruction; attenuation correction; image reconstruction; intrinsic detector resolution; iterative reconstruction; multipinhole SPECT collimator; point-spread-function; quadratic smoothness; ray-driven backprojector; scatter correction; triple energy window; whole-body mouse imaging; Attenuation; Cameras; Collimators; Degradation; Detectors; Energy resolution; Image reconstruction; Image resolution; Mice; Scattering;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2007. NSS '07. IEEE
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-0922-8
Electronic_ISBN :
1095-7863
DOI :
10.1109/NSSMIC.2007.4436880