Clinical performance of a free-breathing spatiotemporally accelerated 3-D time-resolved contrast-enhanced pediatric abdominal MR angiography

Pediatric Radiology

Volumn 45, Issue 11, 2015, Pages 1635-1643

  Zhang, Tao ^a,b   Yousaf, Ufra ^a   Hsiao, Albert ^c   Cheng, Joseph Y ^a,b   Alley, Marcus T ^a   Lustig, Michael ^b,d   Pauly, John M ^b   Vasanawala, Shreyas S ^a  

^a STANFORD UNIVERSITY   (United States)

^b Stanford University   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

^d UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Children; Compressed sensing; Magnetic resonance angiography; Parallel imaging; Spatiotemporal acceleration

Indexed keywords

FERUMOXYTOL; GADOBUTROL; CONTRAST MEDIUM;

ABDOMINAL ANGIOGRAPHY; ANGIOGRAPHY DEVICE; ARTICLE; BREATHING; CELIAC ARTERY; CHILD; CLINICAL ARTICLE; CONTRAST ENHANCEMENT; FEMALE; GASTRIC ARTERY; HUMAN; ILIAC ARTERY; IMAGE QUALITY; IMAGE RECONSTRUCTION; INFANT; INFERIOR MESENTERIC ARTERY; INFORMED CONSENT; INTERNAL ILIAC ARTERY; KIDNEY ARTERY; MAGNETIC RESONANCE ANGIOGRAPHY; MALE; NEWBORN; NUCLEAR MAGNETIC RESONANCE SCANNER; PRESCHOOL CHILD; PRIORITY JOURNAL; PROPER HEPATIC ARTERY; RADIOFREQUENCY; RELIABILITY; RETROSPECTIVE STUDY; SCHOOL CHILD; SINGLE DRUG DOSE; SPATIOTEMPORAL ANALYSIS; SPLEEN ARTERY; SUPERIOR MESENTERIC ARTERY; THREE DIMENSIONAL IMAGING; ABDOMEN; ADOLESCENT; ANATOMY AND HISTOLOGY; ARTERY; BREATHING MECHANICS; COMPUTER ASSISTED DIAGNOSIS; IMAGE ENHANCEMENT; PROCEDURES; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; VASCULARIZATION;

ABDOMEN; ADOLESCENT; ARTERIES; CHILD; CHILD, PRESCHOOL; CONTRAST MEDIA; FEMALE; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; INFANT; INFANT, NEWBORN; MAGNETIC RESONANCE ANGIOGRAPHY; MALE; REPRODUCIBILITY OF RESULTS; RESPIRATORY MECHANICS; SENSITIVITY AND SPECIFICITY; SPATIO-TEMPORAL ANALYSIS;

EID: 84942292534     PISSN: 03010449     EISSN: 14321998     Source Type: Journal    
DOI: 10.1007/s00247-015-3384-y     Document Type: Article

References (44)

1. Olsen ØE (2008) Imaging of abdominal tumours: CT or MRI? Pediatr Radiol 38:452–458
2. Darge K, Anupindi SA, Jaramillo D (2011) MR imaging of the abdomen and pelvis in infants, children, and adolescents. Radiology 261:12–29
3. Chung T (2005) Magnetic resonance angiography of the body in pediatric patients: experience with a contrast-enhanced time-resolved technique. Pediatr Radiol 35:3–10
4. Grist TM, Thornton FJ (2005) Magnetic resonance angiography in children: technique, indications, and imaging findings. Pediatr Radiol 35:26–39
5. Vasanawala SS, Lustig M (2011) Advances in pediatric body MRI. Pediatr Radiol 41:549–554
6. Sury MR, Smith JH (2008) Deep sedation and minimal anesthesia. Paediatr Anaesth 18:18–24
7. Pruessmann KP, Weiger M, Scheidegger MB et al (1999) SENSE: sensitivity encoding for fast MRI. Magn Reson Med 42:952–962
8. Griswold MA, Jakob PM, Heidemann RM et al (2002) Generalized autocalibrating partially parallel acquisitions (GRAPPA). Magn Reson Med 47:1202–1210
9. Lustig M, Pauly JM (2010) SPIRiT: iterative self-consistent parallel imaging reconstruction from arbitrary k-space. Magn Reson Med 64:457–471
10. Lustig M, Donoho D, Pauly JM (2007) Sparse MRI: the application of compressed sensing for rapid MR imaging. Magn Reson Med 58:1182–1195
11. Pedersen H, Kozerke S, Ringgaard S et al (2009) k-t PCA: temporally constrained k-t BLAST reconstruction using principal component analysis. Magn Reson Med 62:706–716
12. Liang ZP (2007) Spatiotemporal imaging with partially separable functions. Proceedings of IEEE International Symposium on Biomedical Imaging. Arlington, pp 988–991
13. Lingala SG, Hu Y, DiBella E et al (2011) Accelerated dynamic MRI exploiting sparsity and low-rank structure: k-t SLR. IEEE Trans Med Imaging 30:1042–1054
14. Haldar JP, Liang ZP (2011) Low-rank approximations for dynamic imaging. Proceedings of IEEE International Symposium on Biomedical Imaging. Chicago, pp 1052–1055
15. Trzasko J, Manduca A (2011) Local versus global low-rank promotion in dynamic MRI series reconstruction. Proceedings of the 19th Annual Meeting of ISMRM, Montréal, p 4371
16. Zhang T, Alley MT, Lustig M et al. (2013) Fast 3D DCE-MRI with sparsity and low-rank enhanced SPIRiT (SLR-SPIRiT). Proceedings of the 21st Annual Meeting of ISMRM, Salt Lake City, p 2624
17. Zhao B, Haldar JP, Christodoulou AG et al (2012) Image reconstruction from highly undersampled (k, t)-space data with joint partial separability and sparsity constraints. IEEE Trans Med Imaging 31:1809–1820
18. van Vaals JJ, Brummer ME, Dixon WT et al (1993) “Keyhole” method for accelerating imaging of contrast agent uptake. J Magn Reson Imaging 3:671–675
19. Tsao J, Boesiger P, Pruessmann KP (2003) k-t BLAST and k-t SENSE: dynamic MRI with high frame rate exploiting spatiotemporal correlations. Magn Reson Med 50:1031–1042
20. Jung H, Sung K, Nayak KS et al (2009) k-t FOCUSS: a general compressed sensing framework for high resolution dynamic MRI. Magn Reson Med 61:103–116
21. Huang F, Lin W, Duensing GR et al (2012) k-t sparse GROWL: sequential combination of partially parallel imaging and compressed sensing in k-t space using flexible virtual coil. Magn Reson Med 68:772–782
22. Feng L, Srichai MB, Lim RP et al (2013) Highly accelerated real-time cardiac cine MRI using k-t SPARSE-SENSE. Magn Reson Med 70:64–74
23. Trzasko JD, Haider CR, Borisch EA et al (2011) Sparse-CAPR: highly accelerated 4D CE-MRA with parallel imaging and nonconvex compressive sensing. Magn Reson Med 66:1019–1032
24. Wang K, Busse RF, Holmes JH et al (2011) Interleaved variable density sampling with a constrained parallel imaging reconstruction for dynamic contrast-enhanced MR angiography. Magn Reson Med 66:428–436
25. Muthupillai R, Vick GW III, Flamm SD et al (2003) Time-resolved contrast-enhanced magnetic resonance angiography in pediatric patients using sensitivity encoding. J Magn Reson Imaging 17:559–564
26. Vasanawala SS, Alley MT, Hargreaves BA et al (2010) Improved pediatric MR imaging with compressed sensing. Radiology 256:607–616
27. Zhang T, Chowdhury S, Lustig M et al (2014) Clinical performance of contrast enhanced abdominal pediatric MRI with fast combined parallel imaging compressed sensing reconstruction. J Magn Reson Imaging 40:13–25
28. Hong TS, Greer ML, Grosse-Wortmann L et al (2011) Whole-body MR angiography: initial experience in imaging pediatric vasculopathy. Pediatr Radiol 41:769–778
29. Haldar JP (2014) Low-rank modeling of local k-space neighborhoods (LORAKS) for constrained MRI. IEEE Trans Med Imaging 33:668–681
30. Ehman RL, McNamara MT, Pallack M et al (1984) Magnetic resonance imaging with respiratory gating: techniques and advantages. AJR Am J Roentgenol 143:1175–1182
31. Batchelor PG, Atkinson D, Irarrazaval P et al (2005) Matrix description of general motion correction applied to multishot images. Magn Reson Med 54:1273–1280
32. Odille F, Vuissoz PA, Marie PY et al (2008) Generalized reconstruction by inversion of coupled systems (GRICS) applied to free-breathing MRI. Magn Reson Med 60:146–157
33. Buerger C, Schaeffter T, King AP (2011) Hierarchical adaptive local affine registration for fast and robust respiratory motion estimation. Med Image Anal 15:551–564
34. Cheng JY, Alley MT, Cunningham CH et al (2012) Nonrigid motion correction in 3D using autofocusing with localized linear translation. Magn Reson Med 68:1785–1797
35. Johnson KM, Block WF, Reeder SB et al (2012) Improved least squares MR image reconstruction using estimates of k-space data consistency. Magn Reson Med 67:1600–1608
36. Forman C, Piccini D, Grimm R et al (2015) Reduction of respiratory motion artifacts for free-breathing whole-heart coronary MRA by weighted iterative reconstruction. Magn Reson Med 73:1885–1895
37. Cheng JY, Zhang T, Ruangwattanapaisarn N et al (2014) Free-breathing pediatric MRI with nonrigid motion correction and acceleration. J Magn Reson Imaging. doi:10.1002/jmri.24785
38. Jhooti P, Wiesmann F, Taylor AM et al (1998) Hybrid ordered phase encoding (HOPE): an improved approach for respiratory artifact reduction. J Magn Reson Imaging 8:968–980
39. Doneva M, Stehning C, Nehrke K, et al P (2011) Improving scan efficiency of respiratory gated imaging using compressed sensing with 3D Cartesian golden angle sampling. Proceedings of the 19th Annual Meeting of ISMRM, Montréal, p 641
40. Gdaniec N, Eggers H, Börnert P et al (2014) Robust abdominal imaging with incomplete breath-holds. Magn Reson Med 71:1733–1742
41. Cheng JY, Zhang T, Alley MT et al. (2013) Variable-density radial view-ordering and sampling for time-optimized 3D Cartesian imaging. Proceedings of the ISMRM Workshop on Data Sampling and Image Reconstruction, Sedona
42. Zhang T, Cheng JY, Potnick AG et al (2015) Fast pediatric 3D free-breathing abdominal dynamic contrast enhanced MRI with high spatiotemporal resolution. J Magn Reson Imaging 41:460–473
43. Zhang T, Pauly JM, Vasanawala SS et al (2013) Coil compression for accelerated imaging with Cartesian sampling. Magn Reson Med 69:571–582
44. Newcombe RG (1998) Two-sided confidence intervals for the single proportion: comparison of seven methods. Statist Med 17:857–872