Robust real-time-constrained estimation of respiratory motion for interventional MRI on mobile organs

IEEE Transactions on Information Technology in Biomedicine

Volumn 16, Issue 3, 2012, Pages 365-374

  Roujol, Sébastien ^a   Benois Pineau, Jenny ^b   De Senneville, Baudouin Denis ^a,c,d   Ries, Mario ^a,c   Quesson, Bruno ^a,e   Moonen, Chrit T W ^a  

^a UMR 5287   (France)

^b UNIVERSITÉ BORDEAUX 1   (France)

^c UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

^d UNIVERSITÉ BORDEAUX 1   (France)

^e CENTRE DE RECHERCHE CARDIO THORACIQUE DE BORDEAUX   (France)

Author keywords

Biomedical image processing; image registration; magnetic resonance imaging (MRI); motion analysis

Indexed keywords

BIO-MEDICAL IMAGE PROCESSING; DATA SETS; FIELD OF VIEWS; GLOBAL MOTION ESTIMATION; IMAGE-BASED; IMAGE-GUIDED INTERVENTION; IN-VIVO IMAGES; INTERVENTIONAL; MOTION ANALYSIS; ORGAN POSITION; REAL TIME; RESPIRATORY MOTIONS; SIMILARITY CRITERIA; SPATIAL COVERAGE; TEMPORAL RESOLUTION; THERMOTHERAPIES; TRANSIENT STRUCTURE; VARIATIONAL FORMULATION;

IMAGE REGISTRATION; MAGNETIC RESONANCE IMAGING; OPTICAL FLOWS; RESPIRATORY MECHANICS;

MOTION ESTIMATION;

ARTICLE; BODY TEMPERATURE; BREATHING MECHANICS; COMPUTER SIMULATION; HUMAN; IMAGE PROCESSING; INTERVENTIONAL MAGNETIC RESONANCE IMAGING; METHODOLOGY; PHYSIOLOGY; THERMOMETER;

BODY TEMPERATURE; COMPUTER SIMULATION; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING, INTERVENTIONAL; RESPIRATORY MECHANICS; THERMOMETERS;

EID: 84860683961     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2012.2190366     Document Type: Article

References (36)

1. R. Edelman, J. Hesselink, M. Zlatkin, and J. Crues, Clinical Magnetic Resonance Imaging, vol. 2. Philadelphia, PA: WB Saunders, 1996.
2. V. Rieke and K. Butts Pauly, "MR thermometry," J. Magnet. Reson. Imag., vol. 27, no. 2, pp. 376-390, 2008.
3. S. Sapareto and W. Dewey, "Thermal dose determination in cancer therapy," Int. J. Rad. Onc. Biol. Phys., vol. 10, pp. 787-800, 1984.
4. A. Haase, "Localization of unaffected spins in NMR imaging and spectroscopy (LOCUS spectroscopy)," Magn. Res. Med., vol. 3, no. 6, pp. 963-969, 1986.
5. B. Wilm, J. Svensson, A. Henning, K. Pruessmann, P. Boesiger, and S. Kollias, "Reduced field-of-view MRI using outer volume suppression for spinal cord diffusion imaging," Magn. Res. Med., vol. 57, no. 3, pp. 625-630, 2007.
6. T. Schaeffter, V. Raschea, P. Bornerta, and G.Mensb, "Interactive reduced FOV imaging for projection reconstruction and spiral acquisition," Magn. Reson. Imag., vol. 19, no. 5, pp. 677-684, 2001.
7. J. Maintz and M. Viergever, "A survey of medical image registration," Med. Image Anal., vol. 2, no. 1, pp. 1-36, 1998.
8. T. Makela, P. Clarysse, O. Sipila, N. Pauna, Q. Pham, T. Katila, and I. Magnin, "A review of cardiac image registration methods," IEEE Trans. Med. Imag., vol. 21, no. 9, pp. 1011-1021, Sep. 2002.
9. J. Barron, D. Fleet, and S. Beauchemin, "Performance of optical flow techniques," Int. J. Comput. Vis., vol. 12, no. 1, pp. 43-77, Feb. 1992.
10. G. Zientara, P. Saiviroonporn, P. Morrison, M. Fried, S. Hushek, R. Kikinis, and F. Jolesz, "MRI monitoring of laser ablation using optical flow," J. Magn. Reson. Imag., vol. 8, no. 6, pp. 1306-1318, 1998.
11. S. Roujol, M. Ries, B. Quesson, C. Moonen, and B. Denis de Senneville, "Real-time MR-thermometry and dosimetry for interventional guidance on abdominal organs," Magn. Reson. Med., vol. 63, no. 4, pp. 1080-1087, 2010.
12. B. Horn and B. Schunck, "Determining optical flow," Artif. Intell., vol. 17, pp. 185-203, 1981.
13. P. Cachier, J. Mangin, X. Pennec, D. Rivière, D. Papadopoulos-Orfanos, J. Régis, and N. Ayache, "Multisubject non-rigid registration of brain MRI using intensity and geometric features," Med. Image Comput. Comput.-Assisted Intervention, New York: Springer-Verlag, 2001, pp. 734-742.
14. A. Azar, C. Xu, X. Pennec, and N. Ayache, "An interactive hybrid nonrigid registration framework for 3D medical images," in Proc. 3rd IEEE Int. Symp. Biomed. Imag.: Nano Macro, 2006, pp. 824-827.
15. S. Loncaric and T. Macan, "Point constrained optical flow for LV motion detection," in Proc. SPIE, vol. 3978, pp. 521-529, 2000.
16. A. Becciu, H. van Assen, L. Florack, S. Kozerke, V. Roode, and B. ter Haar Romeny, "A multi-scale feature based optic flow method for 3D cardiac motion estimation," Scale Space Variat. Methods Comput. Vision, pp. 588-599, 2009.
17. T. Brox, C. Bregler, and J. Malik, "Large displacement optical flow," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2009, pp. 41-48.
18. A. Sotiras, Y.Ou, B. Glocker, C. Davatzikos, and N. Paragios, "Simultaneous geometric-iconic registration," Proc. Med. Image Comput. Comput.-Assisted Intervention, 2010, pp. 676-683.
19. S. Roujol, J. Benois-Pineau, B. Denis de Senneville, B. Quesson, M. Ries, and C. Moonen, "Real time constrained motion estimation for ECGgated cardiac MRI," Proc. ICIP, pp. 757-760, 2010. Available: ieeexplore. ieee.org/xpl/freeabs-all.jsp?arnumber=5652090.
20. K. Mikolajczyk and C. Schmid, "Scale and affine invariant interest point detectors," Int. J. Comput. Vis., vol. 60, no. 1, pp. 63-86, 2004.
21. C. Harris and M. Stephens, "A combined corner and edge detector," in Proc. 4th Alvey Vis. Conf., 1988, pp. 147-151.
22. A. M. Tekalp, Digital Video Processing. Upper Saddle River, NJ: Prentice-Hall, 1995.
23. I. Pratikakis, C. Barillot, P. Hellier, and E. Mémin, "Robust multiscale deformable registration of 3D ultrasound images," Int. J. Image Graph., vol. 3, no. 4, pp. 547-566, 2003.
24. S. Roujol, M. Ries, C. Moonen, and B. Denis de Senneville, "Automatic nonrigid calibration of image registration for real time MR-guided HIFU ablations of mobile organs.," IEEE Trans. Med. Imag., vol. 30, no. 10, pp. 1737-1745, Oct. 2011.
25. CUDA: Compute Unified Device Architecture-Programming Guide, NVIDIA, Santa Clara, CA, 2007.
26. S. Baker, D. Scharstein, J. Lewis, S. Roth, M. Black, and R. Szeliski, "A database and evaluation methodology for optical flow," Int. J. Comput. Vis., vol. 92, no. 1, pp. 1-31, 2011.
27. T. Vercauteren, X. Pennec, A. Perchant, and N. Ayache, "Diffeomorphic demons using itks finite difference solver hierarchy," Insight J., 2007.
28. M. Ries, B. Denis de Senneville, S. Roujol, S. Hey, G.Maclair,M. Kohler, B. Quesson, and C. Moonen, "Three dimensional motion compensation for real-time MRI guided focused ultrasound treatment of abdomainal organs," in Proc. ISTU, 2010, vol. 1215, pp. 239-242.
29. K. Pruessmann, M. Weiger, M. Scheidegger, and P. Boesiger, "SENSE: Sensitivity encoding for fast MRI," Magn. Res. Med., vol. 42, no. 5, pp. 952-962, Nov. 1999.
30. L. Dice, "Measures of the amount of ecologic association between species," Ecology, vol. 26, no. 3, pp. 297-302, 1945.
31. B. Denis de Senneville, C. Mougenot, and C. Moonen, "Real time adaptive methods for treatment of mobile organs by MRI controlled high intensity focused ultrasound," Magn. Reson. Med., vol. 57, no. 2, pp. 319-330, 2007.
32. M. Ries, B. Denis de Senneville, S. Roujol, and C. Moonen, "Latency compensation for real-time 3D HIFU beam-steering on moving targets," in Proc. ISMRM, 2010, page 1807.
33. B. Denis de Senneville, K. Noe, M. Ries, M. Pedersen, C. Moonen, and T. Sorensen, "An optimised multi-baseline approach for on-line MRtemperature monitoring on commodity graphics hardware," in Proc. 5th IEEE Int. Symp. Biomed. Imag.: Nano Macro, 2008, pp. 1513-1516.
34. C. Rabrait, P. Ciuciu, A. Ribes, C. Poupon, P. Le Roux, G. Dehaine-Lambertz, D. Le Bihan, and F. Lethimonnier, "High temporal resolution functional MRI using parallel echo volumar imaging," J. Magn. Reson. Imag., vol. 27, no. 4, pp. 744-753, 2008.
35. M. Black and P. Anandan, "A framework for the robust estimation of optical flow," in Proc. IEEE 4th Int. Conf. Comput. Vis., 1993, pp. 231-236.
36. D. Sun, S. Roth, and M. Black, "Secrets of optical flow estimation and their principles," in Proc. IEEE Comput. Vis. Pattern Recognit. Conf., 2010, pp. 2432-2439.