Intrinsic detection of motion in segmented sequences

Magnetic Resonance in Medicine

Volumn 65, Issue 4, 2011, Pages 1084-1089

  Mendes, Jason ^a   Parker, Dennis L ^a  

^a UNIVERSITY OF UTAH SCHOOL OF MEDICINE   (United States)

Author keywords

motion artifact suppression; motion detection; self navigation

Indexed keywords

ERRORS; OBJECT DETECTION;

CORRUPTED DATA; DETECTING OBJECTS; ERROR FUNCTION; GLOBAL SHIFT; MOTION ARTIFACT; MOTION CORRECTION; MOTION DETECTION; PATIENT COMFORT;

MOTION ANALYSIS;

ARTICLE; BODY MOVEMENT; HUMAN; INFORMATION PROCESSING; MOTION; MOTION ANALYSIS SYSTEM; NUCLEAR MAGNETIC RESONANCE IMAGING; ALGORITHM; ARTIFACT; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; EVALUATION; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; ARTIFACTS; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MOTION; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SUBTRACTION TECHNIQUE;

EID: 79952784367     PISSN: 07403194     EISSN: 15222594     Source Type: Journal    
DOI: 10.1002/mrm.22681     Document Type: Article

References (47)

1. Eviatar H, Schattka B, Sharp J, Rendell J, Alexander M,. Real time head motion correction for functional MRI. In: Proceedings of the International Society for Magnetic Resonance in Medicine, Philadelphia, PA, 1999. p 269.
2. Zaitsev M, Dold C, Sakas G, Hennig J, Speck O,. Magnetic resonance imaging of freely moving objects: prospective real-time motion correction using an external optical motion tracking system. Neuroimage 2006; 31: 1038-1050. (Pubitemid 43851344)
3. Speck O, Hennig J, Zaitsev M,. Prospective real time slice-by-slice motion correction for functional MRI in freely moving subjects. MAGMA 2006; 19: 55-61.
4. Aksoy M, Newbould R, Straka M, Holdsworth S, Skare S, Santos J, Bammer R,. A real time optical motion correction system using a single camera and 2D marker. In: Proceedings of the International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008. p 3120.
5. Qin L, Geldersen P, Zwart J, Jin F, Tao Y, Duyn J,. Head movement correction for MRI with a single camera. In: Proceedings of the International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008. p 1467.
6. Chan CF, Gatehouse PD, Hughes R, Roughton M, Pennell DJ, Firmin DN,. Novel technique used to detect swallowing in volume-selective turbo spin-echo (TSE) for carotid artery wall imaging. J Magn Reson Imaging 2009; 29: 211-216.
7. Krueger S, Schaeffter T, Weiss S, Nehrke K, Rozijn T, Boernert P,. Prospective intra-image compensation for non-periodic rigid body motion using active markers. In: Proceedings of the International Society for Magnetic Resonance in Medicine, Seattle, Washington, 2006. p 3196.
8. Derbyshire JA, Wright GA, Henkelman RM, Hinks RS,. Dynamic scan-plane tracking using MR position monitoring. J Magn Reson Imaging 1998; 8: 924-932. (Pubitemid 28357601)
9. Tremblay M, Tam F, Graham SJ,. Retrospective coregistration of functional magnetic resonance imaging data using external monitoring. Magn Reson Med 2005; 53: 141-149. (Pubitemid 40110487)
10. Marxen M, Marmurek J, Baker N, Graham S,. Correcting magnetic resonance K-space data for in-plane motion using an optical position tracking system. Med Phys 2009; 36: 5580-5585.
11. Korin HW, Felmlee JP, Riederer SJ, Ehman RL,. Spatial-frequency-tuned markers and adaptive correction for rotational motion. Magn Reson Med 1995; 33: 663-669.
12. Pipe JG,. Motion correction with propeller MRI: application to head motion and free-breathing cardiac imaging. Magn Reson Med 1999; 42: 963-969. (Pubitemid 29521487)
13. Liu C, Bammer R, Kim D, Moseley ME,. Self-navigated interleaved spiral (SNAILS): application to high-resolution diffusion tensor imaging. Magn Reson Med 2004; 52: 1388-1396. (Pubitemid 39612828)
14. Glover GH, Lai S,. Self-navigated spiral fMRI: interleaved versus single-shot. Magn Reson Med 1998; 39: 361-368. (Pubitemid 28128378)
15. Bookwalter C, Griswold M, Duerk J,. Multiple overlapping k-space junctions for investigating translating objects (MOJITO). IEEE Trans Med Imaging 2009.
16. Mendes J, Roberts J, Parker D,. Hybrid radial-cartesian MRI. In: Proceedings of the International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007. p 194.
17. Lustig M, Cunningham C, Daniyalzade E, Pauly J,. Butterfly: a self navigating cartesian trajectory. In: Proceedings of the International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007. p 194.
18. Maclaren JR, Bones PJ, Millane RP, Watts R,. MRI with TRELLIS: a novel approach to motion correction. Magn Reson Imaging 2008; 26: 474-483.
19. Zang LH, Fielden J, Wilbrink J, Takane A, Koizumi H,. Correction of translational motion artifacts in multi-slice spin-echo imaging using self-calibration. Magn Reson Med 1993; 29: 327-334. (Pubitemid 23114498)
20. Welch EB, Felmlee JP, Ehman RL, Manduca A,. Motion correction using the k-space phase difference of orthogonal acquisitions. Magn Reson Med 2002; 48: 147-156. (Pubitemid 34721598)
21. Ehman RL, Felmlee JP,. Adaptive technique for high-definition MR imaging of moving structures. Radiology 1989; 173: 255-263. (Pubitemid 19242442)
22. Lin W, Huang F, Börnert P, Li Y, Reykowski A,. Motion correction using an enhanced floating navigator and GRAPPA operations. Magn Reson Med 2009.
23. Kadah YM, Abaza AA, Fahmy AS, Youssef AM, Heberlein K, Hu XP,. Floating navigator echo (FNAV) for in-plane 2D translational motion estimation. Magn Reson Med 2004; 51: 403-407. (Pubitemid 38168602)
24. Fu ZW, Wang Y, Grimm RC, Rossman PJ, Felmlee JP, Riederer SJ, Ehman RL,. Orbital navigator echoes for motion measurements in magnetic resonance imaging. Magn Reson Med 1995; 34: 746-753.
25. Costa AF, Petrie DW, Yen Y, Drangova M,. Using the axis of rotation of polar navigator echoes to rapidly measure 3D rigid-body motion. Magn Reson Med 2005; 53: 150-158. (Pubitemid 40123229)
26. Welch EB, Manduca A, Grimm RC, Ward HA, Jack CRJ,. Spherical navigator echoes for full 3D rigid body motion measurement in MRI. Magn Reson Med 2002; 47: 32-41. (Pubitemid 34019690)
27. Larkman DJ, Atkinson D, Hajnal JV,. Artifact reduction using parallel imaging methods. Top Magn Reson Imaging 2004; 15: 267-275. (Pubitemid 39336910)
28. Sodickson DK, Manning WJ,. Simultaneous acquisition of spatial harmonics (SMASH): fast imaging with radiofrequency coil arrays. Magn Reson Med 1997; 38: 591-603. (Pubitemid 27419224)
29. Bydder M, Atkinson D, Larkman DJ, Hill DLG, Hajnal JV,. SMASH navigators. Magn Reson Med 2003; 49: 493-500. (Pubitemid 36262817)
30. Pruessmann KP, Weiger M, Scheidegger MB, Boesiger P,. SENSE: sensitivity encoding for fast MRI. Magn Reson Med 1999; 42: 952-962. (Pubitemid 29521486)
31. Bammer R, Aksoy M, Liu C,. Augmented generalized SENSE reconstruction to correct for rigid body motion. Magn Reson Med 2007; 57: 90-102. (Pubitemid 46075030)
32. Felmlee JP, Ehman RL, Riederer SJ, Korin HW,. Adaptive motion compensation in MR imaging without use of navigator echoes. Radiology 1991; 179: 139-142.
33. Tang L, Ohya M, Sato Y, Tamura S, Naito H, Harada K, Kozuka T,. MRI artifact cancellation for translational motion in the imaging plane. In: IEEE Nuclear Science Symposium and Medical Imaging Conference, 1993. pp 1489-1493.
34. Zoroofi RA, Sato Y, Tamura S, Naito H, Tang L,. An improved method for MRI artifact correction due to translational motion in the imaging plane. IEEE Trans Med Imaging 1995; 14: 471-479.
35. Hedley M, Yan H, Rosenfeld D,. Motion artifact correction in MRI using generalized projections. IEEE Trans Med Imaging 1991; 10: 40-46.
36. Zoroofi RA, Sato Y, Tamura S, Naito H,. MRI artifact cancellation due to rigid motion in the imaging plane. IEEE Trans Med Imaging 1996; 15: 768-784. (Pubitemid 126773979)
37. Atkinson D, Hill DL, Stoyle PN, Summers PE, Keevil SF,. Automatic correction of motion artifacts in magnetic resonance images using an entropy focus criterion. IEEE Trans Med Imaging 1997; 16: 903-910. (Pubitemid 127770449)
38. Manduca A, McGee KP, Welch EB, Felmlee JP, Grimm RC, Ehman RL,. Autocorrection in MR imaging: adaptive motion correction without navigator echoes. Radiology 2000; 215: 904-909. (Pubitemid 30346039)
39. Wood ML, Shivji MJ, Stanchev PL,. Planar-motion correction with use of K-space data acquired in Fourier MR imaging. J Magn Reson Imaging 1995; 5: 57-64.
40. Mendes J, Kholmovski E, Parker DL,. Rigid-body motion correction with self-navigation MRI. Magn Reson Med 2009; 61: 739-747.
41. Welch EB, Rossman PJ, Felmlee JP, Manduca A,. Self-navigated motion correction using moments of spatial projections in radial MRI. Magn Reson Med 2004; 52: 337-345. (Pubitemid 39025278)
42. Shankaranarayanan A, Wendt M, Lewin JS, Duerk JL,. Two-step navigatorless correction algorithm for radial k-space MRI acquisitions. Magn Reson Med 2001; 45: 277-288. (Pubitemid 32119012)
43. Hedley M, Yan H,. Suppression of slice selection axis motion artifacts in MRI. IEEE Trans Med Imaging 1992; 11: 233-237. (Pubitemid 23615394)
44. Mitsa T, Parker KJ, Smith WE, Tekalp AM, Szumowski J,. Correction of periodic motion artifacts along the slice selection axis in MRI. IEEE Trans Med Imaging 1990; 9: 310-317. (Pubitemid 20739117)
45. Hadley JR, Roberts JA, Goodrich KC, Buswell HR, Parker DL,. Relative RF coil performance in carotid imaging. Magn Reson Imaging 2005; 23: 629-639. (Pubitemid 41033040)
46. Griswold MA, Jakob PM, Heidemann RM, Nittka M, Jellus V, Wang J, Kiefer B, Haase A,. Generalized autocalibrating partially parallel acquisitions (GRAPPA). Magn Reson Med 2002; 47: 1202-1210. (Pubitemid 34587412)
47. Karniadakis GEM, Kirby RM II,. Parallel scientific computing in C++ and MPI. Cambridge: Cambridge University Press; 2003.