DocumentCode
2845450
Title
Correction for photon attenuation without transmission measurements using compton scatter information in SPECT
Author
Sitek, Arkadiusz ; Moore, Stephen C. ; Kijewski, Marie Foley
Author_Institution
Harvard Med. Sch., Boston
Volume
6
fYear
2007
fDate
Oct. 26 2007-Nov. 3 2007
Firstpage
4210
Lastpage
4212
Abstract
Accurate correction for nonuniform attenuation in SPECT requires knowledge of the patient-specific attenuation map. Currently, attenuation maps are either measured using a radioactive external source mounted on the SPECT system, or derived from images from other modalities, such as CT. We have developed a method for reconstructing attenuation maps from emission data in energy windows below the photopeak window. We derived a linear relation between the number of photons detected in the scatter windows and the values of the voxel attenuation coefficients, making it possible to reconstruct attenuation maps using statistical techniques such as MLEM. Our approach is based on the assumption that all photons detected in the selected scatter windows have been singly scattered. The algorithm requires multiple passes with alternating updates of the estimated emission distribution and the attenuation map. To test the feasibility of this approach, we acquired projection datasets of a torso phantom using a Siemens e.cam scanner. Sixty one-minute projections over 360 degrees were obtained. Counts were acquired in a 140-keV photopeak window (15% wide) and in five scatter windows centered at 126, 120, 114, 108, and 102 keV (each 4% wide). In our initial evaluation, the attenuation maps were successfully reconstructed without major artifacts in the first pass of the algorithm. The spatial resolution of the attenuation map appeared to be similar to that of SPECT, because details on the order of 1 cm could be seen. This new approach is promising, and may provide an alternative to transmission-based attenuation maps in SPECT imaging.
Keywords
image reconstruction; image scanners; maximum likelihood estimation; medical image processing; phantoms; single photon emission computed tomography; statistical analysis; MLEM; SPECT imaging; Siemens e.cam scanner; compton scatter information; electron volt energy 102 keV; electron volt energy 108 keV; electron volt energy 114 keV; electron volt energy 120 keV; electron volt energy 126 keV; electron volt energy 140 keV; emission distribution; image reconstruction; maximum likelihood estimation; patient-specific attenuation map reconstruction; photon attenuation correction; photon detection; photopeak window; scatter windows; single-photon emission computed tomography; statistical techniques; torso phantom; voxel attenuation coefficients; Attenuation measurement; Computed tomography; Current measurement; Electromagnetic scattering; Energy measurement; Image reconstruction; Particle scattering; Single photon emission computed tomography; Testing; Torso;
fLanguage
English
Publisher
ieee
Conference_Titel
Nuclear Science Symposium Conference Record, 2007. NSS '07. IEEE
Conference_Location
Honolulu, HI
ISSN
1095-7863
Print_ISBN
978-1-4244-0922-8
Electronic_ISBN
1095-7863
Type
conf
DOI
10.1109/NSSMIC.2007.4437046
Filename
4437046
Link To Document