DocumentCode :
857449
Title :
Compensation for nonuniform attenuation in SPECT brain imaging
Author :
Glick, Stephen J. ; King, Michael A. ; Pan, Tin-Su ; Soares, Edward J.
Author_Institution :
Med. Center, Massachusetts Univ., Worcester, MA, USA
Volume :
43
Issue :
2
fYear :
1996
fDate :
4/1/1996 12:00:00 AM
Firstpage :
737
Lastpage :
750
Abstract :
Accurate compensation for photon attenuation is needed to perform quantitative brain single-photon-emission computed tomographic (SPECT) imaging. Bellini´s attenuation-compensation method (1979) has been used with nonuniform attenuation map to account for the nonuniform attenuation properties of the head. Simulation studies using a three-dimensional (3-D) digitized anthropomorphic brain phantom were conducted to compare quantitative accuracy of reconstructions obtained with the nonuniform Bellini method to that obtained with the Chang method (1978) and to iterative reconstruction using maximum-likelihood expectation maximization (ML-EM). Using the Chang method and assuming the head to be a uniform attenuator gave reconstructions with an average bias of approximately 6-8%, whereas using the Bellini or the iterative ML-EM method with a nonuniform attenuation map gave an average bias of approximately 1%. The computation time required to implement nonuniform attenuation compensation with the Bellini algorithm is approximately equivalent to the time required to perform one iteration of ML-EM. Thus, using the Bellini method with a nonuniform attenuation map provides accurate compensation for photon attenuation within the head, and the method can be implemented in computation times suitable for routine clinical use
Keywords :
brain; computational complexity; iterative methods; maximum likelihood estimation; medical image processing; single photon emission computed tomography; Bellini algorithm; Chang method; SPECT brain imaging; attenuation-compensation method; computation time; digitized anthropomorphic brain phantom; maximum-likelihood expectation maximization; nonuniform attenuation; nonuniform attenuation map; nonuniform attenuation properties; quantitative brain single-photon-emission computed tomographic imaging; Anthropomorphism; Attenuation; Brain modeling; Computational modeling; Head; Image reconstruction; Imaging phantoms; Iterative methods; Optical computing; Single photon emission computed tomography;
fLanguage :
English
Journal_Title :
Nuclear Science, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9499
Type :
jour
DOI :
10.1109/23.491524
Filename :
491524
Link To Document :
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