Quantitative evaluation of free-form deformation registration for dynamic contrast-enhanced MR mammography

Medical Physics

Volumn 34, Issue 4, 2007, Pages 1221-1233

  Tanner, Christine ^a   Schnabel, Julia A ^a   Hill, Derek L G ^a   Hawkes, David J ^a   Degenhard, Andreas ^b   Leach, Martin O ^c   Hose, D Rodney ^d   Hall Craggs, Margaret A ^e   Usiskin, Sasha I ^f  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b BIELEFELD UNIVERSITY   (Germany)

^c INSTITUTE OF CANCER RESEARCH   (United Kingdom)

^d UNIVERSITY OF SHEFFIELD   (United Kingdom)

^e UNIVERSITY COLLEGE LONDON HOSPITALS   (United Kingdom)

^f ST BARTHOLOMEW S HOSPITAL   (United Kingdom)

Author keywords

Breast imaging; Deformation; Evaluation; Finite element method; Image registration

Indexed keywords

DEFORMATION; FINITE ELEMENT METHOD; IMAGE CODING; IMAGE REGISTRATION; MAGNETIC RESONANCE; MAMMOGRAPHY; MEDICAL IMAGING;

BREAST IMAGING; CONTRAST-ENHANCED IMAGES; DYNAMIC CONTRAST ENHANCED; EVALUATION; FREE-FORM DEFORMATION; NONRIGID REGISTRATION; OPTIMAL REGISTRATION; QUANTITATIVE EVALUATION;

IMAGE ENHANCEMENT;

ARTICLE; BREAST MALFORMATION; CLINICAL ARTICLE; CONTRAST ENHANCEMENT; DIAGNOSTIC IMAGING; FINITE ELEMENT ANALYSIS; HUMAN; IMAGE ANALYSIS; IMAGING SYSTEM; MAMMOGRAPHY; NUCLEAR MAGNETIC RESONANCE; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; SENSITIVITY ANALYSIS; THREE DIMENSIONAL IMAGING;

EID: 34147141374     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.2712040     Document Type: Article

References (46)

1. C. H. Blood and B. R. Zetter, " Tumor interactions with the vasculature: Angiogensis and tumor metastasis., " Biochim. Biophys. Acta 1032, 89-118 (1990).
2. M. D. Schnall and D. M. Ikeda, " Lesion diagnosis working group report., " J. Magn. Reson Imaging 10, 982-990 (1999).
3. D. Rueckert, L. I. Sonoda, C. Hayes, D. L. Hill, M. O. Leach, and D. J. Hawkes, " Non-rigid registration using free-form deformations: Application to breast MR images., " IEEE Trans. Med. Imaging 18, 712-721 (1999).
4. E. R. E. Denton, L. I. Sonoda, D. Rueckert, S. C. Rankin, C. Hayes, M. O. Leach, D. L. G.Hill, and D. J. Hawkes, " Comparison and evaluation of rigid, affine, and nonrigid registration of breast MR images., " J. Comput. Assist. Tomogr. 23, 800-805 (1999).
5. C. Tanner, J. A. Schnabel, D. Chung, M. J. Clarkson, D. Rueckert, D. L. G. Hill, and D. J. Hawkes, " Volume and shape preservation of enhancing lesions when applying non-rigid registration to a time series of contrast enhanced MR breast images., " in Proceedings of MICCAI'00, Lecture Notes in Computer Science 1935 (Springer-Verlag, Berlin, 2000), pp. 327-337.
6. J. Little, D. L. G. Hill, and D. J. Hawkes, " Deformations incorporating rigid structures., " Comput. Vis. Image Underst. 66, 223-232 (1997).
7. D. Terzopoulos and K. Waters, " Analysis and synthesis of facial image sequences using physical and anatomical models., " IEEE Trans. Pattern Anal. Mach. Intell. 15, 569-579 (1993).
8. P. J. Edwards, D. L. G. Hill, J. A. Little, and D. J. Hawkes, " A three-component deformation model for image-guided surgery., " Med. Image Anal 2, 355-367 (1998).
9. T. Rohlfing, C. R. Maurer, D. A. Bluemke, and M. A. Jacobs, " Volume-preserving non-rigid registration of MR breast images using free-form deformations with an incompressibility constraint., " IEEE Trans. Med. Imaging 22, 730-741 (2003).
10. E. Haber and J. Modersitzki, " Numerical methods for volume preserving image registration., " Inverse Probl. 20, 1621-1638 (2004).
11. M. S. NessAiver, T. Krebs, and J. Wong, " Improved registration for subtration of pre- and post-contrast 3D breast images., " in Proceedings of 4th Scientific Meeting of ISMRM, New York, USA (1996), p. 38.
12. M. H. Davis, A. Khotanzad, D. P. Flemig, and S. E. Harms, " A physics-based coordinate transformation for 3-D image matching., " IEEE Trans. Med. Imaging 16, 317-328 (1997).
13. R. Kumar, J. C. Asmuth, K. Hanna, J. Bergen, C. Hulka, D. B. Kopans, R. Weisskoff, and R. Moore, " Application of 3D registration for detecting lesions in magnetic resonance breast scans., " in Proceedings of SPIE Conference on Medical Imaging: Image Processing, Vol. 2710 (1996), pp. 646-656.
14. C. S. Zuo, A. Jiang, B. L. Buff, T. G. Mahon, and T. Z. Wong, " Automatic motion correction for breast MR imaging., " Radiology 198, 903-906 (1996).
15. S. Huwer, J. Rahmel, and A. v. Wagenheim, " Data-driven registration for local deformations., " Pattern Recogn. Lett. 17, 951-957 (1996).
16. P. M. Hayton, M. Brady, L. Tarassenko, and N. Moore, " Analysis of dynamic MR breast images using a model of contrast enhancement., " Med. Image Anal 1, 207-224 (1997).
17. F. Hess, D. Krechel, L. Nakashima, and A. v. Wagenheim, " Monte-Carlo based reduction of motion in contrast agent enhanced MR-mammographies., " Methoden der Medizinischen Informatik, Biometrie und Epidemiologie in der modernen Informationsgesellschaft (MMV Medien und Medizin Verlag, München, 1998), pp. 313-316.
18. H. Fischer, M. Otte, C. Ehritt-Braun, J. Laubenberger, and J. Hennig, " Local elastic matching and pattern recognition in MR mammography., " Int. J. Imaging Syst. Technol. 10, 199-206 (1999).
19. T. Brückner, R. Lucht, and G. Brix, " Comparison of rigid and elastic matching of dynamic magnetic resonance mammographic images by mutual information., " Med. Phys. 27, 2456-2461 (2000).
20. S. Krishnan, T. L. Chenevert, M. A. Helvie, and F. L. Londy, " Linear motion correction in three dimensions applied to dynamic gadolinium enhanced breast imaging., " Med. Phys. 26, 707-714 (1999).
21. P. M. Hayton, M. Brady, S. M. Smith, and N. Moore, " A non-rigid registration algorithm for dynamic breast MRI images., " Artif. Intell. 114, 125-156 (1999).
22. L. Vieira and P. Undrill, " Use of a breast model to test the performance of image registration methods., " in Proceedings of Medical Image Understanding and Analysis, Oxford, UK (1999), pp. 181-184.
23. J. R. Reichenbach, J. Hopfe, M. E. Bellemann, and W. A. Kaiser, " Development and validation of an algorithm for registration of serial 3D MR breast data sets., " MAGMA (N.Y.) 14, 249-258 (2002).
24. B. Fischer and J. Modersitzki, " Fast curvature based registration of MR-mammography images., " in Proceedings of Workshop on Bildverarbeitung fuer die Medizin, Informatik Aktuell (2002), pp. 139-143.
25. C. Xiaohua, M. Brady, J. L.-C. Lo, and N. Moore, " Simultaneous segmentation and registration of contrast-enhanced breast MRI., " in Proceedings of IPMI'05, Lecture Notes in Computer Science 3565 (Springer-Verlag, Berlin, 2005), pp. 126-137.
26. J. A. Schnabel, C. Tanner, A. D. Castellano-Smith, A. Degenhard, M. O. Leach, D. R. Hose, D. L. G. Hill, and D. J. Hawkes, " Validation of non-rigid image registration using finite element methods: Application to breast MR images., " IEEE Trans. Med. Imaging 22, 238-247 (2003).
27. C. Tanner, A. Degenhard, J. A. Schnabel, A. Castellano-Smith, C. Hayes, L. I. Sonoda, M. O. Leach, D. R. Hose, D. L. G. Hill, and D. J. Hawkes, " A comparison of biomechanical breast models: A case study., " in Proceedings of SPIE Conference on Medical Imaging: Image Processing, Vol. 4684 (2002), pp. 1807-1818.
28. C. Tanner, J. A. Schnabel, M. O. Leach, D. R. Hose, D. L. G. Hill, and D. J. Hawkes, " Factors influencing the accuracy of biomechanical breast models., " Med. Phys. 33, 1758-1769 (2006).
29. J. A. Schnabel, C. Tanner, A. D. Castellano-Smith, A. Degenhard, C. Hayes, M. O. Leach, D. R. Hose, D. L. G. Hill, and D. J. Hawkes, " Finite element based validation of non-rigid registration using single- and multi-level free-form deformations: Application to contrast-enhanced MR mammography., " in Proceedings of SPIE Conference on Medical Imaging: Image Processing, Vol. 4684 (2002), pp. 550-581.
30. C. Tanner, J. A. Schnabel, A. Degenhard, A. Castellano-Smith, C. Hayes, M. O. Leach, D. R. Hose, D. L. G. Hill, and D. J. Hawkes, " Validation of volume-preserving non-rigid registration: Application to contrast-enhanced MR-mammography., " in Proceedings of MICCAI'02, Lecture Notes in Computer Science 2489 (Springer-Verlag, Berlin, 2002), pp. 307-314.
31. W. R. Crum, C. Tanner, and D. J. Hawkes, " Anisotropic multi-scale fluid registration: Evaluation in magnetic resonance breast imaging., " Phys. Med. Biol. 50, 5153-5174 (2005).
32. J. Brown, " Magnetic resonance imaging screening in women at genetic risk of breast cancer: Imaging and analysis protocol for the UK multicentre study., " Magn. Reson. Imaging 18, 765-776 (2000).
33. J. G. Sled, A. P. Zijdenbos, and A. C. Evans, " A nonparametric method for automatic correction of intensity nonuniformity in MRI data., " IEEE Trans. Med. Imaging 17, 87-97 (1998).
34. W. Schroeder, K. Martin, and B. Lorensen, The Visualization Toolkit, 2nd ed. (Prentice-Hall, Englewood Cliffs, NJ 1998).
35. ANSYS Inc., " Commercial Finite Element Package from ANSYS Inc., 275 Technology Drive, Canonsburg, PA 15317, Version 5.7 and 7.1., " (2000), 〈 http://www.ansys.com 〉.
36. A. Sarvazyan, D. Goukassian, E. Maevsky, and G. Oranskaja, " Elastic imaging as a new modality of medical imaging for cancer detection., " in Proceedings of the International Workshop on Interaction of Ultrasound with Biological Media, Valenciennes, France, (1994), pp. 69-81.
37. F. S. Azar, D. N. Metaxas, and M. D. Schnall, " A finite model of the breast for predicting mechanical deformations during biopsy procedure., " in IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, South Carolina (2000), pp. 38-45.
38. P. S. Wellman, " Tactile imaging., " Ph.D. thesis, Harvard University (1999).
39. A. J. Davis, The Finite Element Method: A First Approach, 1st ed. (Oxford University Press, Oxford, 1980).
40. R. W. Hamming, Digital Filters, 3rd ed. (Prentice-Hall, Englewood Cliffs, NJ, 1989).
41. S. Lee, G. Wolberg, and S. Y. Shin, " Scattered data interpolation with multilevel B-splines., " IEEE Trans. Vis. Comput. Graph. 3, 228-244 (1997).
42. J. M. Fitzpatrick, Medical Image Registration, edited by, J. V. Hajnal,,, D. L. G. Hill,, and, D. J. Hawkes, (CRC, Boca Raton, 2001), Chap., pp. 117-139.
43. A. Roche, G. Malandain, X. Pennec, and N. Ayache, " The correlation ratio as a new similarity measure for multimodal image registration., " in Proceedings of MICCAI'98, Lecture Notes in Computer Science 1496 (Springer-Verlag, Berlin, 1998), pp. 1115-1124.
44. C. Studholme, D. L. G. Hill, and D. J. Hawkes, " An overlap invariant entropy measure of 3D medical image alignment., " Pattern Recogn. 32, 71-86 (1999).
45. J. L. Simon, Resampling: The New Statistics, 2nd ed. (Wadsworth, Boston, 1997).
46. A. Saltelli, S. Tarantola, and F. C. M. Ratto, Sensitivity Analysis in Practice (John Wiley & Sons, Chichester, UK, 2004).