Model-based respiratory motion compensation for emission tomography image reconstruction

Physics in Medicine and Biology

Volumn 52, Issue 12, 2007, Pages 3579-3600

  Reyes, M ^a,c   Malandain, G ^a   Koulibaly, P M ^b   Gonzalez Ballester M A ^c   Darcourt, J ^b  

^a INRIA   (France)

^b CENTRE ANTOINE LACASSAGNE   (France)

^c UNIVERSITY OF BERN   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; IMAGE RECONSTRUCTION; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; MOTION COMPENSATION; OPTIMIZATION; POSITRON EMISSION TOMOGRAPHY; RESPIRATORY SYSTEM;

CARDIAC RECONSTRUCTED IMAGES; LUNGS; RESPIRATORY GATING; SPATIAL ACTIVITY DISTRIBUTION;

MEDICAL IMAGING;

ALGORITHM; ANATOMY; ARTICLE; ARTIFACT; BREATHING; CLINICAL ARTICLE; EMISSION TOMOGRAPHY; EXPECTATION; HUMAN; IMAGE PROCESSING; IMAGE RECONSTRUCTION; MAXIMUM LIKELIHOOD METHOD; PHANTOM; PRIORITY JOURNAL; SCINTILLATION CAMERA; SIMULATION; THEORETICAL MODEL;

ALGORITHMS; COMPUTER SIMULATION; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MOVEMENT; PHANTOMS, IMAGING; RESPIRATION; TOMOGRAPHY, EMISSION-COMPUTED;

EID: 34249738006     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/52/12/016     Document Type: Article

References (47)

1. Ahmed M, Yamany S, Mohamed N, Farag A and Moriarty T 2002 A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data IEEE Trans. Med. Imaging 21 193-9
2. Balter J, Haken R T, Lawrence T, Lam K and Robertson J 1996 Uncertainties in CT-based radiation therapy treatment planning associated with patient breathing Int. J. Radiat. Oncol. Biol. Phys. 36 167-74
3. Berbeco R, Mostafavi H, Sharp G and Jiang S 2005 Towards fluoroscopic respiratory gating for lung tumours without radiopaque markers Phys. Med. Biol. 50 4481-90
4. Cachier P, Bardinet E, Dormont D, Pennec X and Ayache N 2003 Iconic feature based nonrigid registration: the PASHA algorithm Comput. Vis. Image Underst. 89 272-98
5. Camara O, Delso G and Bloch I 2002 Evaluation of a thoracic elastic registration method using anatomical constraints in oncology 2nd. Joint Conf. of the IEEE Engineering in Medicine and Biology Society
6. Cao Z, Gilland D R, Mair B A and Jaszczak R J 2003 Three-dimensional motion estimation with image reconstruction for gated cardiac ECT IEEE Trans. Nucl. Sci. 50 384-8
7. Crawford C, King K, Ritchie C and Godwin J 1996 Respiratory compensation in projection imaging using a magnification and displacement model IEEE Trans. Med. Imaging 15 327-32
8. Gilland D R, Mair B A, Bowsher J E and Jaszczak R J 2002 Simultaneous reconstruction and motion estimation for gated cardiac ECT IEEE Trans. Nucl. Sci. 49 2344-9
9. Gravier E and Yang Y 2005 Motion-compensated reconstruction of tomographic image sequences IEEE Trans. Nucl. Sci. 52 51-6
10. Gravier E, Yang Y, King M A and Jin M 2006 Fully 4d motion-compensated reconstruction of cardiac spect images Phys. Med. Biol. 51 4603-19
11. Harrison R, Vannoy S, Haynor D, Gillispie S, Kaplan M and Lewellen T 1993 Preliminary experience with the photon history generator module of a public-domain simulation system for emission tomography Conf. Rec. IEEE Nucl. Sci. Symp. pp 1154-8
12. Herman G and Odhner D 1991 Performance evaluation of an iterative image reconstruction algorithm for positron emission tomography IEEE Trans. Med. Imaging 10 336-46
13. Jacobson M W and Fessler J A 2003 Joint estimation of image and deformation parameters in motion-corrected PET IEEE Nucl. Sci. Symp. Med. Imag. Conf. vol 5 pp 3290-4
14. Klein G, Reutter B, Ho M, Reed J and Huesman R 1998 Real-time system for respiratory-cardiac gating in positron tomography IEEE Trans. Nucl. Sci. 45 2139-43
15. Lamare F, Cresson T, Savean J, Cheze Le Rest C, Reader A J and Visvikis D 2007 Respiratory motion correction for PET oncology applications using affine transformation of list mode data Phys. Med. Biol. 52 121-40
16. Langen K and Jones D 2001 Organ motion and its management Int. J. Radiat. Oncol. Biol. Phys. 50 265-78
17. Levkovitz R, Falikman D, Zibulevsky M, Ben-Tal A and Nemirovski A 2001 The design and implementation of COSEM, an iterative algorithm for fully 3-D listmode data IEEE Trans. Med. Imaging 20 633-42
18. Lewitt R M 1990 Multidimensional digital image representations using generalized Kaiser-Bessel window functions J. Opt. Soc. Am. A 7 1834-46
19. 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
20. Livieratos L, Bloomfield P, Bailey D, Rhodes O, Jones T and Camici P 1999 Cardiac and respiratory gating of list-mode data on a high sensitivity PET scanner, the ECAT EXACT3D J. Nucl. Cardiology 6 (S16)
21. Livieratos L, Rajappan K, Bailey D, Rimoldi O and Camici P 2003 Respiratory gating of cardiac PET J. Nucl. Med. 30 (S174)
22. Lu W and Mackie T 2002 Tomographic motion detection and correction directly in sinogram space Phys. Med. Biol. 47 1267-84
23. Matej S and Lewitt R M 1996 Practical considerations for 3-D image reconstruction using spherically symmetric volume elements IEEE Trans. Med. Imaging 15 68-78
24. 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
25. Nehmeh S, Erdi Y, Ling C, Rosenzweig K, Schroder H, Larson S, Macapinlac H, Squire O and Humm J 2002 Effect of respiratory gating on quantifying PET images of lung cancer J. Nucl. Med. 43 876-81
26. Nehmeh S, Erdi Y, Rosenzweig K, Schroder H, Larson S, Squire O and Humm J 2003 Reduction of respiratory motion artifacts in PET imaging of lung cancer by respiratory correlated dynamic PET: Methodology and comparison with respiratory gated PET J. Nucl. Med. 44 1644-8
27. Osman M, Cohade C, Nakamoto Y, Marshall L, Leal J and Wahl R 2003 Clinically significant inaccurate localization of lesions with PET/CT: frequency in 300 patients J. Nucl. Med. 4 240-3
28. Osman M, Cohade C, Nakamoto Y and Wahl R 2003 Respiratory motion artifacts on PET emission images obtained using CT attenuation correction on PET-cT J. Nucl. Med. 30 603-6
29. Ourselin S, Roche A, Prima S and Ayache N 2000 Block matching: a general framework to improve robustness of rigid registration of medical images 3rd Int. Conf. on Medical Robotics, Imaging and Computer Assisted Surgery (MICCAI 2000) (Lectures Notes in Computer Science vol 1935) ed A DiGioia and S Delp (Pittsburgh, PA: Springer) pp 557-66
30. Pellot-Barakat C, Ivanovic M, Herment A, Erlandsson K and Shelton D 2001 Detection of motion in hybrid PET/SPECT imaging based on the correlation of partial sinograms IEEE Trans. Med. Imaging 20 1072-83
31. Picard Y and Thompson C 1997 Motion correction of PET images using multiple acquisition frames IEEE Trans. Med. Imaging 16 137-44
32. Qi J and Huesman R H 2002 List mode reconstruction for PET with motion compensation: a simulation study IEEE Int. Symp. Biol. Imaging pp 413-6
33. 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
34. Rahmim A and Bloomfield P 2003 Motion correction in histogram-mode and listmode EM reconstructions IEEE MIC
35. 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
36. Reader A, Ally S, Bakatselos F, Manavaki R, Walledge R, Jeavons A, Julyan P, Zhao S, Hastings D and Zweit J 2002 One-pass list-mode EM algorithm for high resolution 3D PET image reconstruction into large arrays IEEE Trans. Nucl. Sci. 49 693-9
37. Rey D, Subsol G, Delingette H and Ayache N 2002 Automatic detection and segmentation of evolving processes in 3D medical images: application to multiple sclerosis Med. Image Anal. 6 163-79
38. Segars W 2001 Development of a new dynamic NURBS-based cardiac-torso (NCAT) phantom PhD ThesisThe University of North Carolina
39. Seppenwoolde Y, Shirato H, Kitamura K, Shimizu S, van Herk M, Lebesque J and Miyasaka K 2002 Precise and real-time measurement of 3D tumor motion in lung due to breathing and heartbeat, measured during radiotherapy Int. J. Radiat. Oncol. Biol. Phys. 53 822-34
40. Shepp L and Vardi Y 1982 Maximum likelihood reconstruction for emission tomography IEEE Trans. Med. Imaging 1 113-22
41. Shih H, Jiang S, Aljarrah K, Dopke K and Choi N 2002 Planning target volume determined with fused CT images of fast, breath-hold, and four second simulation CT scans to account for respiratory movement in 3D-CRT in lung cancer Annual Meeting of The American Society for Therapeutic Radiology and Oncology (New Orleans, LA)
42. Shimizu S, Shirato H, Kagei K, Nishioka T, Bo X, Dosaka-Akita H, Hashimoto S, Aoyama H, Tsuchiya K and Miyasaka K 2000 Impact of respiratory movement on the computed tomographic images of small lung tumors in three-dimensional (3D) radiotherapy Int. J. Radiat. Oncol. Biol. Phys. 46 1127-33
43. Siddon R 1985 Fast calculation of the exact radiological path for a three-dimensional CT array Med. Phys. 12 252-5
44. Thielemans K, Mustafovic S and Schnorr L 2003 Image reconstruction of motion corrected sinograms IEEE Med. Imaging Conf.
45. Vedam S, Kini V, Keall P, Ramakrishnan V, Mostafavi H and Mohan R 2003 Quantifying the predictability of diaphragm motion during respiration with a noninvasive external marker Med. Phys. 30 505-13
46. Visvikis D, Barret O, Fryer T, Turzo A, Lamare F, Cheze Le Rest C and Bizais Y 2003 A posteriori respiratory motion gating of dynamic pet images IEEE Nucl. Sci. Symp. Conf. Rec. vol 5 pp 3276-80
47. Weruaga L, Morales J, Nú̃ez L and Verdú R 2003 Estimating volumetric motion in human thorax with parametric matching constraints IEEE Trans. Med. Imaging 22 766-72