Reducing the influence of the partial volume effect on SPECT activity quantitation with 3D modelling of spatial resolution in iterative reconstruction.
Reducing the influence of the partial volume effect on SPECT activity quantitation with 3D modelling of spatial resolution in iterative reconstruction.
复制标题
通过迭代重建中空间分辨率的 3D 建模,减少部分体积效应对 SPECT 活动定量的影响。
DOI:
10.1088/0031-9155/43/2/014
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发表时间:
1998
影响因子:
3.5
通讯作者:
Byrne,CL
中科院分区:
文献类型:
--
作者:
Pretorius,PH;King,MA;Pan,TS;deVries,DJ;Glick,SJ;Byrne,CL
Quantitative parameters such as the maximum and total counts in a volume are influenced by the partial volume effect. The magnitude of this effect varies with the non-stationary and anisotropic spatial resolution in SPECT slices. The objective of this investigation was to determine whether iterative reconstruction which includes modelling of the three-dimensional (3D) spatial resolution of SPECT imaging can reduce the impact of the partial volume effect on the quantitation of activity compared with filtered backprojection (FBP) techniques which include low-pass, and linear restoration filtering using the frequency distance relationship (FDR). The iterative reconstruction algorithms investigated were maximum-likelihood expectation-maximization (MLEM), MLEM with ordered subset acceleration (ML-OS), and MLEM with acceleration by the rescaled-block-iterative technique (ML-RBI). The SIMIND Monte Carlo code was used to simulate small hot spherical objects in an elliptical cylinder with and without uniform background activity as imaged by a low-energy ultra-high-resolution (LEUHR) collimator. Centre count ratios (CCRs) and total count ratios (TCRs) were determined as the observed counts over true counts. CCRs were unstable while TCRs had a bias of for all iterative techniques. The variance in the TCRs for ML-OS and ML-RBI was clearly elevated over that of MLEM, with ML-RBI having the smaller elevation. TCRs obtained with FDR-Wiener filtering had a larger bias than any of the iterative reconstruction methods but near stationarity is also reached. Butterworth filtered results varied by 9.7% from the centre to the edge. The addition of background has an influence on the convergence rate and noise properties of iterative techniques.
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DOI:
10.1109/nssmic.1994.474613
发表时间:
1994
期刊:
Proceedings of 1994 IEEE Nuclear Science Symposium - NSS'94
影响因子:
--
作者:
D. Gilland;R. Jaszczak;J. Bowsher;K. Greer;R. Coleman
通讯作者:
R. Coleman
DOI:
10.1109/nssmic.1995.510497
发表时间:
1995
期刊:
1995 IEEE Nuclear Science Symposium and Medical Imaging Conference Record
影响因子:
--
作者:
P. H. Pretorius;Matt A. King;S. Glick;Tin;D. Luo
通讯作者:
D. Luo
影响因子:
3.5
作者:
Pan, TS;Luo, DS;King, MA
通讯作者:
King, MA
DOI:
10.1109/nssmic.1990.693527
发表时间:
1990
期刊:
1990 IEEE Nuclear Science Symposium Conference Record
影响因子:
--
作者:
Matt A. King;S. Glick;B. C. Penney
通讯作者:
B. C. Penney
DOI:
--
发表时间:
1994
期刊:
Journal of nuclear medicine : official publication, Society of Nuclear Medicine
影响因子:
--
作者:
Ljungberg,M;King,MA;Hademenos,GJ;Strand,SE
通讯作者:
Strand,SE