Rapid dynamic image registration of the beating heart for diagnosis and surgical navigation

IEEE Transactions on Medical Imaging

Volumn 28, Issue 11, 2009, Pages 1802-1814

  Huang, Xishi ^a,b   Ren, Jing ^c   Guiraudon, Gerard ^a   Boughner, Derek ^a   Peters, Terry M ^d  

^a ROBARTS RESEARCH INSTITUTE   (Canada)

^b HOSPITAL FOR SICK CHILDREN   (Canada)

^c UNIVERSITY OF ONTARIO INSTITUTE OF TECHNOLOGY   (Canada)

^d UNIVERSITY OF WESTERN ONTARIO   (Canada)

Author keywords

Beating heart surgery; Diagnosis; Image guided cardiac surgery; Multimodality image registration; Mutual information

Indexed keywords

ANATOMICAL MODELS; BEATING HEART; BEATING HEART SURGERY; CARDIAC MAGNETIC RESONANCE IMAGING; COMPUTED TOMOGRAPHY; DYNAMIC IMAGES; HIGH QUALITY; HUMAN SUBJECTS; IMAGE-GUIDED CARDIAC SURGERY; IMAGING TOOLS; MULTIMODALITY IMAGE REGISTRATION; MUTUAL INFORMATION; MUTUAL INFORMATIONS; PHANTOM STUDIES; SURGICAL NAVIGATION; TARGET REGISTRATION ERRORS; TWO STEP METHOD;

COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTERIZED TOMOGRAPHY; IMAGE REGISTRATION; MAGNETIC RESONANCE IMAGING; MOTION COMPENSATION; SURGERY; ULTRASONIC APPLICATIONS; ULTRASONIC IMAGING;

THREE DIMENSIONAL;

ARTICLE; BIOLOGICAL MODEL; COMPUTER ASSISTED SURGERY; ECHOGRAPHY; ELECTROCARDIOGRAPHY; FOUR DIMENSIONAL COMPUTED TOMOGRAPHY; HEART; HISTOLOGY; HUMAN; IMAGE PROCESSING; IMAGE QUALITY; MALE; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; REPRODUCIBILITY; STATISTICAL MODEL;

ELECTROCARDIOGRAPHY; FOUR-DIMENSIONAL COMPUTED TOMOGRAPHY; HEART; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LINEAR MODELS; MAGNETIC RESONANCE IMAGING; MALE; MODELS, CARDIOVASCULAR; PHANTOMS, IMAGING; REPRODUCIBILITY OF RESULTS; SURGERY, COMPUTER-ASSISTED; ULTRASONOGRAPHY;

EID: 70350752315     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2009.2024684     Document Type: Article

References (28)

1. W. Rosamond, K. Flegal, G. Friday, K. Furie, A. Go, K. Greenlund, N. Haase, M. Ho, V. Howard, B. Kissela, S. Kittner, D. Lloyd-Jones, M. McDermott, J. Meigs, C. Moy, G. Nichol, C. J. O'Donnell, V. Roger, J. Rumsfeld, P. Sorlie, J. Steinberger, T. Thom, S. Wasserthiel-Smoller, and Y. Hong, "Heart disease and stroke statistics-2007 update: A report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee," Circulation, vol.115, no.5, pp. e69-171, Feb. 2007.
2. E. McVeigh, M. Guttman, R. Lederman, M. Li, O. Kocaturk, T. Hunt, S. Kozlov, and K. Horvath, "Real-time interactive MRI-guided cardiac surgery: Aortic valve replacement using a direct apical approach," Magn. Reson. Med., vol.56, no.5, pp. 958-964, 2006.
3. G. M. Guiraudon, D. L. Jones, A. C. Skanes, D. Bainbridge, C. M. Guiraudon, S. M. Jensen, X. Yuan, M. Drangova, and T. M. Peters, "En bloc exclusion of the pulmonary vein region in the pig using off pump, beating, intra-cardiac surgery: A pilot study of minimally invasive surgery for atrial fibrillation," Ann. Thorac. Surg., vol.80, no.4, pp. 1417-1423, Oct. 2005.
4. B. Chiu, G. H. Freeman, M. M. A. Salama, and A. Fenster, "Prostate segmentation algorithm using dyadic wavelet transform and discrete dynamic contour," Phys. Med. Biol., vol.49, no.21, pp. 4943-4960, Nov. 2004.
5. T. Makela, P. Clarysse, O. Sipilä, N. Pauna, Q. C. Pham, T. Katila, and I. E. Magnin, "A review of cardiac image registration methods," IEEE Trans. Med. Imag., vol.21, no.9, pp. 1011-1021, Sep. 2002.
6. D. L. Hill, P. G. Batchelor, M. Holden, and D. J. Hawkes, "Medical image registration," Phys. Med. Biol., vol.46, no.3, pp. R1-45, Mar. 2001.
7. J. B. Maintz and M. A. Viergever, "A survey of medical image registration," Med. Imag. Anal., vol.2, no.1, pp. 1-36, Mar. 1998.
8. D. Gobbi, R. Comeau, and T. Peters, "Ultrasound/MRI overlay with image warping for neurosurgery," in Proc. Med. Image Comp. and Computer-Assisted Intervention (MICCAI 2000), 2000, vol.1935, LNCS, pp. 106-114.
9. F. Lindseth, J. H. Kaspersen, S. Ommedal, T. Langø, J. Bang, J. Hok-land, G. Unsgaard, and T. A. N. Hernes, "Multimodal image fusion in ultrasound-based neuronavigation: Improving overview and interpretation by integrating preoperative MRI with intraoperative 3D ultrasound," Comput. Aided Surg., vol.8, no.2, pp. 49-69, 2003.
10. I. Reinertsen, M. Descoteaux, K. Siddiqi, and D. L. Collins, "Validation of vessel-based registration for correction of brain shift," Med. Image. Anal., vol.11, no.4, pp. 374-388, Aug. 2007. (Pubitemid 46979977)
11. J. Kaspersen, E. Sjlie, J. Wesche, J. Asland, J. Lundbom, A. Ode-gard, and F. Lindseth, "Three-dimensional ultrasound-based navigation combined with preoperative CT during abdominal interventions: A feasibility study," Cardiovasc. Intervent. Radiol., vol.26, pp. 347-356, 2003.
12. B. C. Porter, D. J. Rubens, J. G. Strang, J. Smith, S. Totterman, and K. J. Parker, "Three-dimensional registration and fusion of ultrasound and MRI using major vessels as fiducial markers," IEEE Trans. Med. Imag., vol.20, no.4, pp. 354-359, Apr. 2001.
13. D. C. Barratt, G. P. Penney, C. S. K. Chan, M. Slomczykowski, T. J. Carter, P. J. Edwards, and D. J. Hawkes, "Self-calibrating 3D-ul-trasound-based bone registration for minimally invasive orthopedic surgery," IEEE Trans. Med. Imag., vol.25, no.3, pp. 312-323, Mar. 2006.
14. U. E. Aladl, G. A. Hurwitz, D. Dey, D. Levin, M. Drangova, and P. J. Slomka, "Automated image registration of gated cardiac single-photon emission computed tomography and magnetic resonance imaging," J. Magn. Reson. Imag., vol.19, no.3, pp. 283-290, Mar. 2004.
15. D. Perperidis, R. H. Mohiaddin, and D. Rueckert, "Spatio-temporal free-form registration of cardiac MR image sequences," Med. Imag. Anal., vol.9, no.5, pp. 441-456, Oct. 2005. (Pubitemid 41179341)
16. R. Shekhar, V. Zagrodsky, M. J. Garcia, and J. D. Thomas, "Registration of real-time 3-D ultrasound images of the heart for novel 3-D stress echocardiography," IEEE Trans. Med. Imag., vol.23, no.9, pp. 1141-1149, Sep. 2004.
17. W. Zhang, J. Noble, and J. Brady, "Real time 3-D ultrasound to MR cardiovascular image registration using a phase-based approach," in Proc. Biomedical Imaging: Macro to Nano, 2006, 3rd IEEE Int. Symp., April 6-9, 2006, pp. 666-669.
18. W. Zhang, J. A. Noble, and J. M. Brady, "Adaptive non-rigid registration of real time 3D ultrasound to cardiovascular MR images," Inf. Process. Med. Imag., vol.20, pp. 50-61, 2007.
19. W. Zhang, J. A. Noble, and J. M. Brady, "Spatio-temporal registration of real time 3D ultrasound to cardiovascular MR sequences," in Proc. Int. Conf. Med. Image Comput. Comput. Assist. Interv., 2007, vol. 10, no. Pt 1, pp. 343-350.
20. F. Maes, D. Vandermeulen, and P. Suetens, "Medical image registration using mutual information," Proc. IEEE, vol.91, no.10, pp. 1699-1721, Oct. 2003. (Pubitemid 40890812)
21. J. Stoll and P. Dupont, "Passive markers for ultrasound tracking of surgical instruments," in Proc. Int. Conf. Med. Image Comput. Comput. Assist. Interv., 2005, vol. 8, no. Pt 2, pp. 41-48.
22. J. Moore, M. Drangova, M. Wierzbicki, J. Barron, and T. Peters, "A high resolution dynamic heart model based on averaged MRI data," in Lecture Notes in Computer Science. New York: Springer Verlag, 2003, vol.2879, pp. 549-555.
23. J. M. Fitzpatrick, J. B. West, and C. R. Maurer, "Predicting error in rigid-body point-based registration," IEEE Trans. Med. Imag., vol.17, no.5, pp. 694-702, Oct. 1998.
24. E. B. van de Kraats, G. P. Penney, D. Tomazevic, T. van Walsum, and W. J. Niessen, "Standardized evaluation methodology for 2-D-3-D registration," IEEE Trans. Med. Imag., vol.24, no.9, pp. 1177-1189, Sep. 2005.
25. R. Shekhar and V. Zagrodsky, "Mutual information-based rigid and nonrigid registration of ultrasound volumes," IEEE Trans. Med. Imag., vol.21, no.1, pp. 9-22, Jan. 2002.
26. X. Huang, J. Moore, G. Guiraudon, D. Jones, D. Bainbridge, J. Ren, and T. Peters, "Dynamic 2-D ultrasound and 3-D CT image registration of the beating heart," IEEE Trans. Med. Imag., vol.28, no.8, pp. 1179-1189, 2009.
27. X. Huang, "Multimodality image registration for cardiac interventions," Ph.D. dissertation, Univ. Western Ontario, London, ON, Canada, 2007.
28. M. P. Wachowiak and T. M. Peters, "High-performance medical image registration using new optimization techniques," IEEE Trans Inf. Technol. Biomed., vol.10, no.2, pp. 344-353, Apr. 2006.