Literature DB >> 16575431

Speedup OS-EM Image Reconstruction by PC Graphics Card Technologies for Quantitative SPECT with Varying Focal-Length Fan-Beam Collimation.

Zigang Wang1, Guoping Han, Tianfang Li, Zhengrong Liang.   

Abstract

In the paper, we present a new hardware acceleration method to speedup the ordered-subsets expectation-maximization (OS-EM) algorithm for quantitative SPECT (single photon emission computed tomography) image reconstruction with varying focal-length fan-beam (VFF) collimation. By utilizing the geometrical symmetry of VFF point-spread function (PSF), compensation for object-specific attenuation and system-specific PSF are accelerated using currently available PC video/graphics card technologies. A ten-fold acceleration of quantitative SPECT reconstruction is achieved.

Year:  2005        PMID: 16575431      PMCID: PMC1420649          DOI: 10.1109/TNS.2005.858231

Source DB:  PubMed          Journal:  IEEE Trans Nucl Sci        ISSN: 0018-9499            Impact factor:   1.679


  14 in total

1.  Rapid 3-D cone-beam reconstruction with the simultaneous algebraic reconstruction technique (SART) using 2-D texture mapping hardware.

Authors:  K Mueller; R Yagel
Journal:  IEEE Trans Med Imaging       Date:  2000-12       Impact factor: 10.048

2.  Quantitative reconstruction for myocardial perfusion SPECT: an efficient approach by depth-dependent deconvolution and matrix rotation.

Authors:  J Ye; Z Liang; D P Harrington
Journal:  Phys Med Biol       Date:  1994-08       Impact factor: 3.609

3.  The cardiofocal collimator: a variable-focus collimator for cardiac SPECT.

Authors:  P C Hawman; E J Haines
Journal:  Phys Med Biol       Date:  1994-03       Impact factor: 3.609

4.  Speedup OS-EM Image Reconstruction by PC Graphics Card Technologies for Quantitative SPECT with Varying Focal-Length Fan-Beam Collimation.

Authors:  Zigang Wang; Guoping Han; Tianfang Li; Zhengrong Liang
Journal:  IEEE Trans Nucl Sci       Date:  2005-10       Impact factor: 1.679

5.  Accelerated image reconstruction using ordered subsets of projection data.

Authors:  H M Hudson; R S Larkin
Journal:  IEEE Trans Med Imaging       Date:  1994       Impact factor: 10.048

6.  Maximum likelihood reconstruction for emission tomography.

Authors:  L A Shepp; Y Vardi
Journal:  IEEE Trans Med Imaging       Date:  1982       Impact factor: 10.048

7.  Improved SPECT quantification using compensation for scattered photons.

Authors:  R J Jaszczak; K L Greer; C E Floyd; C C Harris; R E Coleman
Journal:  J Nucl Med       Date:  1984-08       Impact factor: 10.057

8.  Fast calculation of the exact radiological path for a three-dimensional CT array.

Authors:  R L Siddon
Journal:  Med Phys       Date:  1985 Mar-Apr       Impact factor: 4.071

9.  Benefits of angular expression to reconstruction algorithms for collimators with spatially varying focal lengths.

Authors:  J You; S Bao; Z Liang
Journal:  IEEE Trans Med Imaging       Date:  1997-10       Impact factor: 10.048

10.  A backprojection filtering algorithm for a spatially varying focal length collimator.

Authors:  G L Zeng; G T Gullberg
Journal:  IEEE Trans Med Imaging       Date:  1994       Impact factor: 10.048

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  7 in total

1.  Speedup OS-EM Image Reconstruction by PC Graphics Card Technologies for Quantitative SPECT with Varying Focal-Length Fan-Beam Collimation.

Authors:  Zigang Wang; Guoping Han; Tianfang Li; Zhengrong Liang
Journal:  IEEE Trans Nucl Sci       Date:  2005-10       Impact factor: 1.679

2.  Reconstruction for proton computed tomography by tracing proton trajectories: a Monte Carlo study.

Authors:  Tianfang Li; Zhengrong Liang; Jayalakshmi V Singanallur; Todd J Satogata; David C Williams; Reinhard W Schulte
Journal:  Med Phys       Date:  2006-03       Impact factor: 4.071

3.  Iterative image reconstruction for CBCT using edge-preserving prior.

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Journal:  Med Phys       Date:  2009-01       Impact factor: 4.071

4.  Four-dimensional volume-of-interest reconstruction for cone-beam computed tomography-guided radiation therapy.

Authors:  Moiz Ahmad; Peter Balter; Tinsu Pan
Journal:  Med Phys       Date:  2011-10       Impact factor: 4.071

5.  Fast, accurate and shift-varying line projections for iterative reconstruction using the GPU.

Authors:  Guillem Pratx; Garry Chinn; Peter D Olcott; Craig S Levin
Journal:  IEEE Trans Med Imaging       Date:  2009-03       Impact factor: 10.048

6.  High-performance iterative electron tomography reconstruction with long-object compensation using graphics processing units (GPUs).

Authors:  Wei Xu; Fang Xu; Mel Jones; Bettina Keszthelyi; John Sedat; David Agard; Klaus Mueller
Journal:  J Struct Biol       Date:  2010-04-04       Impact factor: 2.867

7.  Accelerating image reconstruction in dual-head PET system by GPU and symmetry properties.

Authors:  Cheng-Ying Chou; Yun Dong; Yukai Hung; Yu-Jiun Kao; Weichung Wang; Chien-Min Kao; Chin-Tu Chen
Journal:  PLoS One       Date:  2012-12-26       Impact factor: 3.240

  7 in total

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