Registration of 2D x-ray images to 3D MRI by generating pseudo-CT data

Physics in Medicine and Biology

Volumn 56, Issue 4, 2011, Pages 1031-1043

  Van Der Bom, M J ^a   Pluim, J P W ^a   Gounis, M J ^b   Van De Kraats, E B ^c   Sprinkhuizen, S M ^a   Timmer, J ^c   Homan, R ^c   Bartels, L W ^a  

^a UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

^b UNIVERSITY OF MASSACHUSETTS   (United States)

^c PHILIPS HEALTHCARE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

2-D-3-D REGISTRATION; ANIMAL DATA; COMPUTED TOMOGRAPHY; CT DATA; EX-VIVO; HOUNSFIELD UNITS; IMAGE-GUIDED PROCEDURES; INTENSITY GRADIENTS; K-NEAREST NEIGHBORS; MEDIAN TARGET; MULTI-SPECTRAL; REAL TIME; REGRESSION METHOD; SOFT TISSUE; THREE-DIMENSIONAL (3D); TISSUE TYPES; X-RAY IMAGE;

ALGORITHMS; IMAGE REGISTRATION; MAGNETIC RESONANCE IMAGING; RESONANCE; THREE DIMENSIONAL; TISSUE; X RAY ANALYSIS; X RAY APPARATUS; X RAYS;

COMPUTERIZED TOMOGRAPHY;

ANIMAL; ARTICLE; COMPUTER ASSISTED TOMOGRAPHY; FEASIBILITY STUDY; HUMAN; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; THREE DIMENSIONAL IMAGING;

ANIMALS; FEASIBILITY STUDIES; HUMANS; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; TOMOGRAPHY, X-RAY COMPUTED;

EID: 79551690825     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/56/4/010     Document Type: Article

References (51)

1. Aouadi S and Sarry L 2008 Accurate and precise 2D-3D registration based on (Pubitemid 351375442)
2. Benameur S, Mignotte M, Parent S, Labelle H, Skalli W and de Guise J 2003 3D/2D registration and segmentation of scoliotic vertebrae using statistical models Comput. Med. Imaging Graph. 27 321-37 (Pubitemid 36773629)
3. Bijhold J 1993 Three dimensional verification of patient placement during radiotherapy using portal images Med. Phys. 20 347-56 (Pubitemid 23136199)
4. Birkfellner W, Seemann R, Figl M, Hummel J, Ede C, Homolka P, Yang X, Niederer P and Bergmann Helmar 2005 Wobbled splatting - a fast perspective volume rendering method for simulation of x-ray images from CT Phys. Med. Biol. 50 73-84
5. Birkfellner W, Wirth J, Burgstaller W, Baurmann B, Staedele H, Hammer B, Gellrich N C, Jacob A L, Regazzoni P and Messmer P 2003 A faster method for 3D/2D medical image registration - a simulation study Phys. Med. Biol. 48 2665-79 (Pubitemid 37069374)
6. Chen X, Varley M R, Shark L K, Shentall G S and Kirby M C 2008 A computationally efficient method for automatic registration of orthogonal x-ray images with volumetric CT data Phys. Med. Biol. 53 967-83 (Pubitemid 351238117)
7. Clippe S, Sarrut D, Malet C, Miguet S, Ginestet C and Carrie C 2003 Patient setup error measurement using 3D intensity-based image registration techniques Int. J. Radiat. Oncol. Biol. Phys. 56 259-65 (Pubitemid 36403700)
8. Devroye L, Györfi L and Lugosi G 2001 A Probabilistic Theory of Pattern Recognition (New York: Springer)
9. Dey J and Napel S 2006 Targeted 2D/3D registration using ray normalization and a hybrid optimizer Med. Phys. 33 4730-5
10. Duda R, Hart P and Stork D 2001 Pattern Classification 2nd edn (New York: Wiley)
11. Feldmar J, Ayache N and Betting F 1997 3D-2D projective registration of free-form curves and surfaces Comput. Vis. Image Underst. 63 403-24 (Pubitemid 127437960)
12. Fu D S and Kuduvalli G 2008 A fast, accurate, and automatic 2D-3D image registration for image-guided cranial radiosurgery Med. Phys. 35 2180-94 (Pubitemid 351614832)
13. Gilhuijs K G A, van de Ven P J H and van Herk M 1996 Automatic three-dimensional inspection of patient setup in radiation therapy using portal images, simulator images, and computed tomography data Med. Phys. 23 389-99 (Pubitemid 26095695)
14. Guéziec A, Kazanzides P, Williamson B and Taylor R H 1998 Anatomy based registration of CT-scan and intraoperative x-ray images for guiding a surgical robot IEEE Trans. Med. Imaging 17 715-28 (Pubitemid 128747727)
15. Hamadeh A, Lavallee S and Cinquin P 1998 Automated 3-dimenional computed tomographic and fluoroscopic image registration Comput. Aided Surg. 3 11-9 (Pubitemid 28363560)
16. Hill D L G, Batchelor P G, Holden M and Hawkes D J 2001 Medical image registration Phys. Med. Biol. 46 R1-45 (Pubitemid 32218849)
17. Ibáñez L, Schroeder W, Ng L and Cates J 2005 The ITK Software Guide 2nd edn (New York: Kitware Inc.)
18. Jans H-S and Syme A M 2006 3D interfractional patient position verification using 2D-3D registration of orthogonal images Med. Phys. 33 1420-39
19. Jin J Y, Ryu S, Faber K, Mikkelsen T, Chen Q, Li S D and Movsas B 2006 2D/3D image fusion for accurate target localization and evaluation of a mask based stereotactic system in fractionated stereotactic radiotherapy of cranial lesions Med. Phys. 33 4557-66 (Pubitemid 44868092)
20. Khamene A, Bloch P, Wein W, Svatos M and F 2006 Sauer Automatic registration of portal images and volumetric CT for patient positioning in radiation therapy Med. Image Anal. 10 96-112 (Pubitemid 41754730)
21. Kim J, Fessler J A, Lam K L, Balter J M and Ten Haken R K 2001 A feasibility study of mutual information based setup error estimation for radiotherapy Med. Phys. 28 2507-17 (Pubitemid 34031537)
22. Kim J, Li S D, Pradhan D, Hammoud R, Chen Q, Yin F F, Zhao Y, Kim J H and Movsas B 2005 Effects of x-ray and CT image enhancements on the robustness and accuracy of a rigid 3D/2D image registration Med. Phys. 32 866-73 (Pubitemid 40586771)
23. Kita Y, Wilson D L and Noble J A 1998 Real-time registration of 3D Cerebral Vessels to x-ray angiograms Conf. on Medical Image Computing and Computer-Assisted Interventions-MICCAI '98 (Lecture Notes in Computer Science vol 1496) pp 1125-33 (Pubitemid 128152763)
24. Klein S, Staring M, Murphy K, Viergever M A and Pluim J P W 2010 Elastix: a toolbox for intensity-based medical image registration IEEE Trans. Med. Imaging 29 196-205
25. Lavallée S and Szeliski R 1995 Recovering the position and orientation of free-form objects from image contours using 3-D distance maps IEEE Trans. Pattern Anal. Mach. Intell. 17 378-90
26. Lemieux L, Jagoe R, Fish D R, Kitchen N D and Thomas D G T 1994 A patient-to-computed-tomography image registration method based on digitally reconstructed radiographs Med. Phys. 21 1749-60 (Pubitemid 24356296)
27. Liu A, Bullit E and Pizer S M 1998 3D/2D registration via skeletal near projective invariance in tubular objects Conf. on Medical Image Computing and Computer-Assisted Interventions-MICCAI '98 (Lecture Notes in Computer Science vol 1496) pp 952-63 (Pubitemid 128152745)
28. Livyatan H, Yaniv Z and Joskowicz L 2003 Gradient-based 2-D/3-D rigid registration of fluoroscopic x-ray to CT IEEE Trans. Med. Imaging 22 1395-406
29. Maes F, Collignon A, Vandermeulen D, Marchal G and Suetens P 1997 Multimodal image registration by maximization of mutual information IEEE Trans. Med. Imaging 16 187-98 (Pubitemid 127762930)
30. Markelj P, Tomaževič D, Pernuš F and Likar B 2008 Robust gradient-based 3-D/2-D registration of CT and MR to x-ray images IEEE Trans. Med. Imaging 27 1704-14
31. Maurer C R Jr, Maciunas R J and Fitzpatrick J M 1998 Registration of head CT images to physical space using a weighted combination of points and surfaces IEEE Trans. Med. Imaging 17 753-61 (Pubitemid 128747731)
32. McLaughlin R A, Hipwell J, Hawkes D J, Noble J A, Byrne J V and Cox T C 2005 A comparison of a similarity-based and a feature-based 2-D-3-D registration method for neurointerventional use IEEE Trans. Med. Imaging 24 1058-66 (Pubitemid 41178505)
33. Mount D M 1998 ANN Programming Manual (College Park, MD: Department of Computer Science, University of Maryland)
34. Munbodh R, Chen Z, Jaffray D A, Moseley D J, Knisely J P S and Duncan J S 2006 Automated 2D-3D registration of radiograph and a cone beam CT using line-segment enhancement Med. Phys. 33 1398-411
35. Murphy M J 1997 An automatic six-degree-of-freedom image registration algorithm for image-guided frameless stereotaxic radiosurgery Med. Phys. 24 857-66 (Pubitemid 27263888)
36. Penney G P, Batchelor P G, Hill D L and Hawkes D J 2001 Validation of a two-to three-dimensional registration algorithm for aligning preoperative CT images and intraoperative fluoroscopy images Med. Phys. 28 1024-32 (Pubitemid 32574687)
37. Penney G P, Weese J, Little J A, Desmedt P, Hill D L G and Hawkes D J 1998 A comparison of similarity measures for use in 2-D-3D medical image registration IEEE Trans. Med. Imaging 17 586-95 (Pubitemid 128747714)
38. Pluim J P W, Maintz J B A and Viergever M A 2003 Mutual-information-based registration of medical images: a survey IEEE Trans. Med. Imaging 22 986-1004
39. Rohlfing T and Maurer C R 2002 A novel image similarity measure for registration of 3-D MR images and xray projection images Conf. on Medical Image Computing and Computer-Assisted Intervention-MICCAI '02 (Lecture Notes in Computer Science vol 2489) pp 469-76
40. Rohlfing T, Russakoff D B, Denzler J, Mori K and Maurer C R 2005 Progressive attenuation fields: fast 2D-3D image registration without precomputation Med. Phys. 32 2870-80 (Pubitemid 41384084)
41. Russakoff D B, Rohlfing T, Mori K, Rueckert D, Ho A, Adler J R and Maurer C R 2005 Fast generation of digitally reconstructed radiographs using attenuation fields with application to 2D-3D image registration IEEE Trans. Med. Imaging 24 1441-54 (Pubitemid 41619221)
42. Sirois L M, Hristov D H and Fallone B G 1999 Three-dimensional anatomy setup verification by correlation of orthogonal portal images and digitally reconstructed radiographs Med. Phys. 26 2422-8
43. Tomaževič D, Likar B and Pernuš F 2006 3-D/2-D registration by integrating 2-D information in 3-D IEEE Trans. Med. Imaging 25 17-27 (Pubitemid 43172581)
44. Tomaževič D, Likar B, Slivnik T and Pernuš F 2003 3-D/2-D registration of CT and MR to x-ray images IEEE Trans. Med. Imaging 22 1407-16
45. Turgeon G A, Lehmann G, Guiraudon G, Drangova M, Holdsworth D and Peters T 2005 2D-3D registration of coronary angiograms for cardiac procedure planning and guidance Med. Phys. 32 3737-49
46. Van Den Elsen P A, Pol E J D, Sumanaweera T S, Hemler P F, Napel S and Adler J R 1994 Grey value correlation techniques used for automatic matching of CT and MR brain and spine images Proc. SPIE 2359 227-37
47. van der Bom M J, Bartels L W, Gounis M J, Homan R, Timmer J, Viergever M A and Pluim J P W 2010 Robust initialization of 2D-3D image registration using the projection-slice theorem and phase correlation Med. Phys. 37 1884-92
48. van der Bom M J, Pluim J P W, Gounis M J and Bartels L W 2009 A technique for improving 2D x-ray to 3D MRI registration in fluoroscopy-guided orthopedic interventions 17th Int. Society Magnetic Resonance in Medicine
49. van de Kraats E B, Penney G P, Tomaževič D, van Walsum T and Niessen W 2005a Standardized evaluation methodology for 2D-3D registration IEEE Trans. Med. Imaging 24 1177-90
50. van de Kraats E B, Penney G P, van Walsum T and Niessen W J 2005b Multispectral MR to x-ray registration of vertebral bodies by generating CT-like data Conf. on Medical Image Computing and Computer-Assisted Intervention-MICCAI '05 (Lecture Notes in Computer Science vol 3750) pp 911-8 (Pubitemid 43828451)
51. Weese J, Penney G P, Desmedt P, Buzug T M, Hill D L and Hawkes D J 1997 Voxel-based 2-D/3-D registration of fluoroscopy images and CT scans for image-guided surgery IEEE Trans. Inf. Technol. Biomed. 1 284-93 (Pubitemid 127771013)