Characterization of 3D geometric distortion of magnetic resonance imaging scanners commissioned for radiation therapy planning

被引:58
作者
Torfeh, Tarraf [1 ]
Hammoud, Rabih [1 ]
Perkins, Gregory [1 ]
McGarry, Maeve [1 ]
Aouadi, Souha [1 ]
Celik, Azim [2 ]
Hwang, Ken-Pin [3 ]
Stancanello, Joseph [2 ]
Petric, Primoz [1 ]
Al-Hammadi, Noora [1 ]
机构
[1] Hamad Med Corp, NCCCR, Dept Radiat Oncol, Doha, Qatar
[2] GE Healthcare, Hyderabad, Andhra Pradesh, India
[3] Univ Texas MD Anderson Canc Ctr, Dept Imaging Phys, Houston, TX 77030 USA
关键词
Quality control; Magnetic resonance imaging; Geometric distortion; Software tools; CLINICAL MRI SYSTEMS; PHANTOM; IMAGES; SCHEME;
D O I
10.1016/j.mri.2016.01.001
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Objective: To develop a method for the assessment and characterization of 3D geometric distortion as part of routine quality assurance for MRI scanners commissioned for Radiation Therapy planning. Materials and methods: In this study, the in-plane and through-plane geometric distortions on a 1.5 T GE MRI-SIM unit are characterized and the 2D and 3D correction algorithms provided by the vendor are evaluated. We used a phantom developed by GE Healthcare that covers a large field of view of 500 mm, and consists of layers of foam embedded with a matrix of ellipsoidal markers. An in-house Java-based software module was developed to automatically assess the geometric distortion by calculating the center of each marker using the center of mass method, correcting of gross rotation errors and comparing the corrected positions with a CT gold standard data set. Spatial accuracy of typical pulse sequences used in RT planning was assessed (2D T1/T2 FSE, 3D CUBE, T1 SPGR) using the software. The accuracy of vendor specific geometric distortion correction (GDC) algorithms was quantified by measuring distortions before and after the application of the 2D and 3D correction algorithms. Results: Our algorithm was able to accurately calculate geometric distortion with sub-pixel precision. For all typical MR sequences used in Radiotherapy, the vendor's GDC was able to substantially reduce the distortions. Our results showed also that the impact of the acquisition produced a maximum variation of 0.2 mm over a radial distance of 200 mm. It has been shown that while the 2D correction algorithm remarkably reduces the in-plane geometric distortion, 3D geometric distortion further reduced the geometric distortion by correcting both in-plane and through-plane distortions in all acquisitions. Conclusion: The presented methods represent a valuable tool for routine quality assurance of MR applications that require stringent spatial accuracy assessment such as radiotherapy. The phantom used in this study provides three dimensional arrays of control points. These tools and the detailed results can be also used for developing new geometric distortion correction algorithms or improving the existing ones. (C) 2016 Elsevier Inc. All rights reserved.
引用
收藏
页码:645 / 653
页数:9
相关论文
共 20 条
[1]   Characterization, prediction, and correction of geometric distortion in 3 T MR images [J].
Baldwin, Lesley N. ;
Wachowicz, Keith ;
Thomas, Steven D. ;
Rivest, Ryan ;
Fallone, B. Gino .
MEDICAL PHYSICS, 2007, 34 (02) :388-399
[2]   A two-step scheme for distortion rectification of magnetic resonance images [J].
Baldwin, Lesley N. ;
Wachowicz, Keith ;
Fallone, B. Gino .
MEDICAL PHYSICS, 2009, 36 (09) :3917-3926
[3]  
Breeuwer MM, 2001, DETECTION CORRECTION, P1110
[4]   A complete distortion correction for MR images: I. Gradient warp correction [J].
Doran, SJ ;
Charles-Edwards, L ;
Reinsberg, SA ;
Leach, MO .
PHYSICS IN MEDICINE AND BIOLOGY, 2005, 50 (07) :1343-1361
[5]  
Glover GH, 1986, US Patent, Patent No. [4,591,789, 19864591789]
[6]   Use of spherical harmonic deconvolution methods to compensate for nonlinear gradient effects on MRI images [J].
Janke, A ;
Zhao, HW ;
Cowin, GJ ;
Galloway, GJ ;
Doddrell, DM .
MAGNETIC RESONANCE IN MEDICINE, 2004, 52 (01) :115-122
[7]   Magnetic resonance imaging (MRI): Considerations and applications in radiotherapy treatment planning [J].
Khoo, VS ;
Dearnaley, DP ;
Finnigan, DJ ;
Padhani, A ;
Tanner, SF ;
Leach, MO .
RADIOTHERAPY AND ONCOLOGY, 1997, 42 (01) :1-15
[8]   Commissioning of a new wide-bore MRI scanner for radiotherapy planning of head and neck cancer [J].
Liney, G. P. ;
Owen, S. C. ;
Beaumont, A. K. E. ;
Lazar, V. R. ;
Manton, D. J. ;
Beavis, A. W. .
BRITISH JOURNAL OF RADIOLOGY, 2013, 86 (1027)
[9]   Real-time interactive MRI-guided cardiac surgery: Aortic valve replacement using a direct apical approach [J].
McVeigh, Elliot R. ;
Guttman, Michael A. ;
Lederman, Robert J. ;
Li, Ming ;
Kocaturk, Ozgur ;
Hunt, Timothy ;
Kozlov, Shawn ;
Horvath, Keith A. .
MAGNETIC RESONANCE IN MEDICINE, 2006, 56 (05) :958-964
[10]   MR-Guided High-Intensity Focused Ultrasound: Current Status of an Emerging Technology [J].
Napoli, Alessandro ;
Anzidei, Michele ;
Ciolina, Federica ;
Marotta, Eugenio ;
Marincola, Beatrice Cavallo ;
Brachetti, Giulia ;
Di Mare, Luisa ;
Cartocci, Gaia ;
Boni, Fabrizio ;
Noce, Vincenzo ;
Bertaccini, Luca ;
Catalano, Carlo .
CARDIOVASCULAR AND INTERVENTIONAL RADIOLOGY, 2013, 36 (05) :1190-1203