Correction of diffusion-weighted magnetic resonance imaging for brachytherapy of locally advanced cervical cancer

被引:18
作者
Haack, Soren [1 ,2 ]
Kallehauge, Jesper F. [2 ,3 ]
Jespersen, Sune N. [4 ,5 ]
Lindegaard, Jacob C. [2 ]
Tanderup, Kari [2 ]
Pedersen, Erik M. [6 ]
机构
[1] Aarhus Univ Hosp, Dept Clin Engn, DK-8000 Aarhus, Denmark
[2] Aarhus Univ Hosp, Dept Oncol, DK-8000 Aarhus, Denmark
[3] Aarhus Univ Hosp, Dept Med Phys, DK-8000 Aarhus, Denmark
[4] Aarhus Univ Hosp, CFIN MindLab, DK-8000 Aarhus, Denmark
[5] Aarhus Univ, Dept Phys & Astron, Aarhus, Denmark
[6] Aarhus Univ Hosp, Dept Radiol, DK-8000 Aarhus, Denmark
关键词
MRI; RECONSTRUCTION; IMAGES; MAPS;
D O I
10.3109/0284186X.2014.938831
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background. Geometrical distortion is a major obstacle for the use of echo planar diffusion-weighted magnetic resonance imaging (DW-MRI) in planning of radiotherapy. This study compares geometrical distortion correction methods of DW-MRI at time of brachytherapy (BT) in locally advanced cervical cancer patients. Material and methods. In total 21 examinations comprising DW-MRI, dual gradient echo (GRE) for B-0 field map calculation and T2-weighted (T2W) fat-saturated MRI of eight patients with locally advanced cervical cancer were acquired during BT with a plastic tandem and ring applicator in situ. The ability of B-0 field map correction (B0M) and deformable image registration (DIR) to correct DW-MRI geometric image distortion was compared to the non-corrected DW-MRI including evaluation of apparent diffusion coefficient (ADC) for the gross tumor volume (GTV). Results. Geometrical distortion correction decreased tandem displacement from 3.3 +/- 0.9 mm (non-corrected) to 2.9 +/- 1.0 mm (B0M) and 1.9. 0.6 mm (DIR), increased mean normalized cross-correlation from 0.69 +/- 0.1 (non-corrected) to 0.70 +/- 0.10 (B0M) and 0.77. 0.1 (DIR), and increased the Jaccard similarity coefficient from 0.72 +/- 0.1 (non-corrected) to 0.73 +/- 0.06 (B0M) and 0.77 +/- 0.1 (DIR). For all parameters only DIR corrections were significant (p < 0.05). ADC of the GTV did not change significantly with either correction method. Conclusion. DIR significantly improved geometrical accuracy of DW-MRI, with remaining residual uncertainties of less than 2 mm, while no significant improvement was seen using B 0 field map correction
引用
收藏
页码:1073 / 1078
页数:6
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