Acceleration of motion-compensated PET reconstruction: Ordered subsets-gates em algorithms and a priori reference gate information

Physics in Medicine and Biology

Volumn 56, Issue 6, 2011, Pages 1695-1715

  Dikaios, N ^a   Fryer, T D ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL BURDEN; COMPUTATIONAL EXPENSE; CONTRAST TO NOISE RATIO; CORRECTION METHOD; DEFORMATION FIELD; EM ALGORITHMS; IMAGE DEGRADATION; INITIAL ESTIMATE; ORDERED SUBSETS; PATIENT MOTIONS; RESOLUTION LOSS; SPEED-UPS;

CONVERGENCE OF NUMERICAL METHODS; IMAGE QUALITY; IMAGE RECONSTRUCTION; POSITRON EMISSION TOMOGRAPHY; SET THEORY;

ALGORITHMS;

ACCELERATION; ALGORITHM; ARTICLE; HUMAN; IMAGE PROCESSING; IMAGE QUALITY; LIVER; LUNG; METHODOLOGY; MOTION; PATHOLOGY; POSITRON EMISSION TOMOGRAPHY; RADIOGRAPHY; REPRODUCIBILITY;

ACCELERATION; ALGORITHMS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LIVER; LUNG; MOTION; PHANTOMS, IMAGING; POSITRON-EMISSION TOMOGRAPHY; REPRODUCIBILITY OF RESULTS;

EID: 79952910564     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/56/6/011     Document Type: Article

References (34)

1. Ahn S and Fessler J A 2003 Globally convergent image reconstruction for emission tomography using relaxed ordered subsets algorithms IEEE Trans. Med. Imaging 22 613-26
2. Bai W and Brady M 2009 Regularized B-spline deformable registration for respiratory motion correction in PET images Phys. Med. Biol. 54 2719-36
3. Dawood M, Büther F, Jiang X and Schäfers K P 2008 Respiratory motion correction in 3-D PET data with advanced optical flow algorithms IEEE Trans. Med. Imaging 27 1164-75
4. Dawood M, Lang N, Jiang X and Schäfers K 2006 Lung motion correction on respiratory gated 3-D PET/CT images IEEE Trans. Med. Imaging 25 476-85
5. Delso G and Ziegler S 2009 PET/MRI system design Eur. J. Nucl. Med. Mol. Imaging 36 S86-92
6. Dempster A P, Laird N M and Rubin D B 1977 Maximum likelihood from incomplete data via the EM algorithm J. R. Statist. Soc. B 39 1-38
7. Dey J, Johnson K J, Pretorius P H, Mitra J and King M A 2007 Impact of variability in respiration on estimation and correction of respiratory motion of the heart in SPECT IEEE Nucl. Sci. Symp. Conf. Rec. 6 4503-9
8. Dey J and King M A 2009 Theoretical and numerical study of MLEM and OSEM reconstruction algorithms for motion correction in emission tomography IEEE Trans. Nucl. Sci. 56 2739-49
9. Dikaios N and Fryer T D 2009 Respiratory motion correction of PET using motion parameters from MR IEEE Nucl. Sci. Symp. Conf. Rec. 2806-8
10. Hudson H and Larkin R 1994 Accelerated image reconstruction using ordered subsets of projection data IEEE Trans. Med. Imaging 13 601-9
11. Ibanez L, Schroeder W, Ng L and Cates J 2005 The ITK Software Guide: The Insight Segmentation and Registration Toolkit Kitware Inc.
12. Jacobson M W and Fessler J A 2003 Joint estimation of image and deformation parameters in motion-corrected PET IEEE Nucl. Sci. Symp. Conf. Rec. 5 3290-4 (Pubitemid 40100103)
13. Kawata S and Nalcioglu O 1985 Constrained iterative reconstruction by the conjugate gradient method IEEE Trans. Med. Imaging 4 65-71 (Pubitemid 15597240)
14. Kennedy J A, Israel O, Frenkel A, Bar-Shalom R and Azhari H 2006 Super-resolution in PET imaging IEEE Trans. Med. Imaging 25 137-47 (Pubitemid 43172568)
15. Lamare F, Ledesma Carbayo M, Cresson T, Kontaxakis G, Santos A, Cheze Le Rest C, Reader A and Visvikis D 2007 List-mode-based reconstruction for respiratory motion correction in PET using non-rigid body transformations Phys. Med. Biol. 52 5187-204 (Pubitemid 350153383)
16. Lamare F, Ledesma Carbayo M, Reader A, Mawlawi O R, Kontaxakis G, Santos A, Cheze-Le Rest C and Visvikis D 2006 Respiratory motion correction in 4D PET/CT: comparison of implementation methodologies for incorporation of elastic transformations in the reconstruction system matrix IEEE Nucl. Sci. Symp. Conf. Rec. 4 2365-9 (Pubitemid 351164755)
17. Li T, Thorndyke B, Schreibmann E, Yang Y and Xing L 2006 Model-based image reconstruction for four-dimensional PET Med. Phys. 33 1288-98
18. Luenberger D G 1984 Linear and Nonlinear Programming (Reading, MA: Addison-Wesley)
19. Maes F, Collignon A, Vandermeulen D, Marchal G and Suetens S 1997 Multimodality image registration by maximization of mutual information IEEE Trans. Med. Imaging 16 187-98 (Pubitemid 127762930)
20. Mattes D, Haynor D, Vesselle H, Lewellen T and Eubank W 2003 PET-CT image registration in the chest using free-form deformations IEEE Trans. Med. Imaging 22 120-8
21. Nehmeh S A, Erdi Y E, Ling C C, Rosenzweig K E, Schoder H, Larson S M, Macapinlac H A, Squire O D and Humm J L 2002 Effect of respiratory gating on quantifying PET images of lung cancer J. Nucl. Med. 43 876-81 (Pubitemid 34747809)
22. Pan T-S and Yagle A E 1991 Numerical study of multigrid implementations of some iterative image reconstruction algorithms IEEE Trans. Med. Imaging 10 572-88
23. Picard Y and Thompson C 1997 Motion correction of PET images using multiple acquisition frames IEEE Trans. Med. Imaging 16 137-44 (Pubitemid 127762925)
24. Qiao F, Pan T, Clark J W and Mawlawi O R 2006 A motion-incorporated reconstruction method for gated PET studies Phys. Med. Biol. 51 3769-83 (Pubitemid 44131364)
25. Rahmim A, Bloomfield P, Houle S, Lenox M, Michel C, Buckley K R, Ruth T J and Sossi V 2004 Motion compensation in histogram-mode and list-mode EM reconstructions: beyond the event-driven approach IEEE Trans. Nucl. Sci. 51 2588-96
26. Reyes M, Malandain G, Koulibaly P M, Gonzalez-Ballester M A and Darcourt J 2007 Model-based respiratory motion compensation for emission tomography image reconstruction Phys. Med. Biol. 52 3579-600 (Pubitemid 46830643)
27. Rubio-Guivernau J L, Ledesma-Carbayo M J, Lamare F, Ortuo J E, Guerra P, Visvikis D, Santos A and Kontaxakis G 2007 Respiratory motion correction in PET with super-resolution techniques and non-rigid registration IEEE Nucl. Sci. Symp. Conf. Rec. 5 3560-3
28. Rueckert D, Sonoda L I, Hayes C, Hill D L G, Leach M O and Hawkes D J 1999 Nonrigid registration using free-form deformations: application to breast MR images IEEE Trans. Med. Imaging 18 712-21 (Pubitemid 32262025)
29. Segars W P, Lalush D S and Tsui B M W 2001 Modeling respiratory mechanics in the MCAT and spline-based MCAT phantoms IEEE Trans. Nucl. Sci. 48 89-97 (Pubitemid 32325607)
30. Shepp L and Vardi Y 1982 Maximum likelihood reconstruction in positron emission tomography IEEE Trans. Med. Imaging 2 113-22 (Pubitemid 13557763)
31. Thielemans K, Manjeshwar R M, Tao X and Asma E 2006a Lesion detectability in motion compensated image reconstruction of respiratory gated PET/CT IEEE Nucl. Sci. Symp. Conf. Rec. 6 3278-82
32. Thielemans K, Mustafovic S and Tsoumpas C 2006b STIR: software for tomographic image reconstruction release 2 IEEE Nucl. Sci. Symp. Conf. Rec. 4 2174-6
33. Titterington D M 1984 Recursive parameter estimation using incomplete data J. R. Statist. Soc. B 46 257-67
34. Wahba G 1990 Spline Models for Observational Data (Philadelphia, PA: SIAM)