Spatio-temporal directional filtering for improved inversion of MR elastography images

被引:265
作者
Manduca, A [1 ]
Lake, DS [1 ]
Kruse, SA [1 ]
Ehman, RL [1 ]
机构
[1] Mayo Clin & Mayo Fdn, Rochester, MN 55901 USA
关键词
elasticity; elastography; inversion algorithms; shear modulus; tissue characterization;
D O I
10.1016/S1361-8415(03)00038-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Dynamic magnetic resonance elastography can visualize and measure propagating shear waves in tissue-like materials subjected to harmonic mechanical excitation. This allows the calculation of local values of material parameters such as shear modulus and attenuation. Various inversion algorithms to perform such calculations have been proposed, but they are sensitive to areas of low displacement amplitude (and hence low SNR) that result from interference patterns due to reflection and refraction. A spatio-temporal directional filter applied as a pre-processing step can separate interfering waves so they can be processed separately. Weighted combinations of inversions from such directionally separated data sets can significantly improve reconstructions of shear modulus and attenuation. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码:465 / 473
页数:9
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