Motion Correction in Diffusion-Weighted MRI of the Breast at 3T

被引:27
作者
Arlinghaus, Lori R. [2 ]
Welch, E. Brian [2 ]
Chakravarthy, A. Bapsi [3 ,4 ]
Xu, Lei [5 ]
Farley, Jaime S. [3 ]
Abramson, Vandana G. [6 ]
Grau, Ana M. [3 ,7 ]
Kelley, Mark C. [3 ,7 ]
Mayer, Ingrid A. [3 ,6 ]
Means-Powell, Julie A. [3 ,6 ]
Meszoely, Ingrid M. [3 ,7 ]
Gore, John C. [2 ,3 ,8 ,9 ,10 ]
Yankeelov, Thomas E. [1 ,2 ,3 ,8 ,9 ,11 ]
机构
[1] Vanderbilt Univ, Med Ctr, Inst Imaging Sci, Nashville, TN 37232 USA
[2] Vanderbilt Univ, Dept Radiol & Radiol Sci, Nashville, TN 37232 USA
[3] Vanderbilt Univ, Vanderbilt Ingram Canc Ctr, Nashville, TN 37232 USA
[4] Vanderbilt Univ, Dept Radiat Oncol, Nashville, TN 37232 USA
[5] Vanderbilt Univ, Dept Biostat, Nashville, TN 37232 USA
[6] Vanderbilt Univ, Dept Med, Nashville, TN 37232 USA
[7] Vanderbilt Univ, Dept Surg, Nashville, TN 37232 USA
[8] Vanderbilt Univ, Dept Phys & Astron, Nashville, TN 37232 USA
[9] Vanderbilt Univ, Dept Biomed Engn, Nashville, TN 37232 USA
[10] Vanderbilt Univ, Dept Mol Physiol & Biophys, Nashville, TN 37232 USA
[11] Vanderbilt Univ, Dept Canc Biol, Nashville, TN 37232 USA
关键词
breast cancer; preoperative chemotherapy; diffusion; image registration; APPARENT DIFFUSION; DISTORTION CORRECTION; TENSOR MRI; CANCER; TUMORS; DIFFERENTIATION; COEFFICIENT; LESIONS;
D O I
10.1002/jmri.22562
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
Purpose: To provide a quantitative assessment of motion and distortion correction of diffusion-weighted images (DWIs) of the breast and to evaluate the effects of registration on the mean apparent diffusion coefficient (mADC). Materials and Methods: Eight datasets from four patients with breast cancer and eight datasets from six healthy controls were acquired on a 3T scanner. A 3D affine registration was used to align each set of images and principal component analysis was used to assess the results. Variance in tumor ADC measurements, tumor mADC values, and voxel-wise tumor mADC values were compared before and after registration for each patient. Results: Image registration significantly (P = 0.008) improved image alignment for both groups and significantly (P < 0.001) reduced the variance across individual tumor ADC measurements. While misalignment led to potential under- and overestimation of mADC values for Individual voxels, average tumor mADC values did not significantly change (P > 0.09) after registration. Conclusion: 3D aline registration improved the alignment of DWIs of the breast and reduced the variance between ADC measurements. Although the reduced variance did not significantly change tumor region-of-interest measures of mADC, it may have a significant impact on voxel-based analyses.
引用
收藏
页码:1063 / 1070
页数:8
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