Effect of Overlapping Projections on Reconstruction Image Quality in Multipinhole SPECT

Multipinhole single photon emission computed tomography (SPECT) imaging has several advantages over single pinhole SPECT imaging, including an increased sensitivity and an improved sampling. However, the quest for a good design is challenging, due to the large number of design parameters. The effect of one of these, the amount of overlap in the projection images, on the reconstruction image quality, is examined in this paper. The evaluation of the quality is based on efficient approximations for the linearized local impulse response and the covariance in a voxel, and on the bias of the reconstruction of the noiseless projection data. Two methods are proposed that remove the overlap in the projection image by blocking certain projection rays with the use of extra shielding between the pinhole plate and the detector. Also two measures to quantify the amount of overlap are suggested. First, the approximate method, predicting the contrast-to-noise ratio (CNR), is validated using postsmoothed maximum likelihood expectation maximization (MLEM) reconstructions with an imposed target resolution. Second, designs with different amounts of overlap are evaluated to study the effect of multiplexing. In addition, the CNR of each pinhole design is also compared with that of the same design where overlap is removed. Third, the results are interpreted with the overlap quantification measures. Fourth, the two proposed overlap removal methods are compared. From the results we can conclude that, once the complete detector area has been used, the extra sensitivity due to multiplexing is only able to compensate for the loss of information, not to improve the CNR. Removing the overlap, however, improves the CNR. The gain is most prominent in the central field of view, though often at the cost of the CNR of some voxels at the edges, since after overlap removal very little information is left for their reconstruction. The reconstruction images provide insight in the multiplexing and truncation artifacts.

[1]  Yuchuan Wang,et al.  Quantification of the Multiplexing Effects in Multi-Pinhole Small Animal SPECT: A Simulation Study , 2009, IEEE Transactions on Nuclear Science.

[2]  Kathleen Vunckx,et al.  Single and Multipinhole Collimator Design Evaluation Method for Small Animal SPECT , 2008, IEEE Transactions on Medical Imaging.

[3]  M. Defrise,et al.  Tiny a priori knowledge solves the interior problem in computed tomography , 2007, 2007 IEEE Nuclear Science Symposium Conference Record.

[4]  M. Defrise,et al.  Three-pinhole collimator to improve axial spatial resolution and sensitivity in pinhole SPECT , 2007, European Journal of Nuclear Medicine and Molecular Imaging.

[5]  M. Defrise,et al.  Pinhole SPECT Reconstruction Using Blobs and Resolution Recovery , 2006, IEEE Transactions on Nuclear Science.

[6]  Roberto Accorsi,et al.  Optimal number of pinholes in multi-pinhole SPECT for mouse brain imaging—a simulation study , 2005, Physics in medicine and biology.

[7]  P. V. van Rijk,et al.  U-SPECT-I: a novel system for submillimeter-resolution tomography with radiolabeled molecules in mice. , 2005, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[8]  G.L. Zeng,et al.  Study of different pinhole configurations for small animal tumor imaging , 2004, IEEE Symposium Conference Record Nuclear Science 2004..

[9]  F. Beekman,et al.  Design and simulation of a high-resolution stationary SPECT system for small animals. , 2004, Physics in medicine and biology.

[10]  Jeffrey A. Fessler,et al.  Compensation for nonuniform resolution using penalized-likelihood reconstruction in space-variant imaging systems , 2004, IEEE Transactions on Medical Imaging.

[11]  J.A. Fessler Analytical approach to regularization design for isotropic spatial resolution , 2003, 2003 IEEE Nuclear Science Symposium. Conference Record (IEEE Cat. No.03CH37515).

[12]  N. Schramm,et al.  High-resolution SPECT using multi-pinhole collimation , 2002, 2002 IEEE Nuclear Science Symposium Conference Record.

[13]  J. Fessler,et al.  Spatial resolution properties of penalized-likelihood image reconstruction: space-invariant tomographs , 1996, 5th IEEE EMBS International Summer School on Biomedical Imaging, 2002..

[14]  Jeffrey A. Fessler,et al.  Mean and variance of implicitly defined biased estimators (such as penalized maximum likelihood): applications to tomography , 1996, 5th IEEE EMBS International Summer School on Biomedical Imaging, 2002..

[15]  J. Fessler,et al.  Feasibility study of Compton scattering enchanced multiple pinhole imager for nuclear medicine , 2002 .

[16]  L J Meng,et al.  Feasibility study of Compton scattering enhanced multiple pinhole imager for nuclear medicine , 2002, 2002 IEEE Nuclear Science Symposium Conference Record.

[17]  S. Meikle,et al.  A prototype coded aperture detector for small animal SPECT , 2001, 2001 IEEE Nuclear Science Symposium Conference Record (Cat. No.01CH37310).

[18]  S. Meikle,et al.  An investigation of coded aperture imaging for small animal SPECT , 2000, 2000 IEEE Nuclear Science Symposium. Conference Record (Cat. No.00CH37149).

[19]  Richard M. Leahy,et al.  Resolution and noise properties of MAP reconstruction for fully 3-D PET , 2000, IEEE Transactions on Medical Imaging.

[20]  Michel Defrise,et al.  Interest of the ordered subsets expectation maximization (OS-EM) algorithm in pinhole single-photon emission tomography reconstruction: a phantom study , 2000, European Journal of Nuclear Medicine.

[21]  Jeffrey A. Fessler,et al.  Conjugate-gradient preconditioning methods for shift-variant PET image reconstruction , 1999, IEEE Trans. Image Process..

[22]  H. Malcolm Hudson,et al.  Accelerated image reconstruction using ordered subsets of projection data , 1994, IEEE Trans. Medical Imaging.