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首页> 外文期刊>IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control >Improving IVUS palpography by incorporation of motion compensation based on block matching and optical flow
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Improving IVUS palpography by incorporation of motion compensation based on block matching and optical flow

机译:通过结合基于块匹配和光流的运动补偿来改善IVUS摄影术

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Intravascular ultrasound (IVUS) strain imaging of the luminal layer in coronary arteries, coined as IVUS palpography, utilizes conventional radio frequency (RF) signals acquired at 2 different levels of a compressional load. The signals are cross-correlated to obtain the microscopic tissue displacements, which can be directly translated into local strain of the vessel wall. However, (apparent) tissue motion and nonuniform deformation of the vessel wall, due to catheter wiggling, reduce signal correlation and result in invalid strain estimates. Implications of probe motion were studied on the tissue-mimicking phantom. The measured circumferential tissue displacement and level of the speckle decorrelation amounted to 12u000b0; and 0.58, respectively, for the catheter displacement of 456 ;C;m. To compensate for the motion artifacts in IVUS palpography, a novel method based on the feature-based scale-space optical flow (OF), and classical block matching (BM) algorithm, were employed. The computed OF vector and BM displacement fields quantify the amount of local tissue misalignment in consecutive frames. Subsequently, the extracted circumferential displacements are used to realign the signals before strain computation. Motion compensation reduces the RF signal decorrelation and increases the number of valid strain estimates. The advantage of applying the motion correction in IVUS palpography was demonstrated in a midscale validation study on 14 in vivo pullbacks. Both methods substantially increase the number of valid strain estimates in the partial and compounded palpograms. Mean relative improvement in the number of valid strain estimates with motion compensation in comparison to one without motion compensation amounts to 28% and 14%, respectively. Implementation of motion compensation methods boosts the diagnostic value of IVUS palpography.
机译:冠状动脉腔层的血管内超声(IVUS)应变成像,被称为IVUS造影术,利用在2种不同水平的压缩负荷下获取的常规射频(RF)信号。信号互相关以获得微观组织位移,可以将其直接转化为血管壁的局部应变。但是,由于导管的摆动,组织运动和血管壁的不均匀变形会降低信号相关性,并导致无效的应变估计。研究了探针运动对模仿组织模型的影响。测得的周围组织移位和斑点去相关水平为12u000b0;对于456; C; m的导管位移,分别为0.58和0.58。为了补偿IVUS造影中的运动伪影,采用了一种基于特征的尺度空间光流(OF)和经典块匹配(BM)算法的新方法。计算出的OF向量和BM位移场可量化连续帧中局部组织未对准的数量。随后,提取的周向位移用于在应变计算之前重新对齐信号。运动补偿减少了RF信号的去相关并增加了有效应变估计的数量。在一项针对14种体内撤回的中规模验证研究中证明了将运动校正应用于IVUS造影术的优势。两种方法都显着增加了部分和复合制图中的有效应变估计数。与没有运动补偿的情况相比,具有运动补偿的有效应变估计数的平均相对改善分别为28%和14%。运动补偿方法的实施提高了IVUS造影的诊断价值。

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