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Image registration for abdominal dynamic contrast-enhanced magnetic resonance images

机译:腹部动态对比增强磁共振图像的图像配准

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A simple, computationally inexpensive, algorithm for performing registration of abdominal dynamic contrast-enhanced (DCE) MRI data is presented. It utilizes an intensity correction term in conjunction with a so-called floating reference image scheme to reduce the effects of contrast agent related intensity changes on registration performance. Using an abdominal DCE-MRI dataset with simulated motion, it is shown that the algorithm is capable of correcting for non-rigid motion of various magnitudes. The registration also helped to elucidate trends in the enhancement curve of a small region of interest within a renal tumour of a dataset with un-simulated motion. In all cases, evidence of visual motion was almost entirely eliminated after registration. Since the algorithm does not involve altering image registration optimization processes, it is predicted that it should be easily adapted to other registration frameworks.
机译:提出了一种简单,计算便宜的算法,用于执行腹部动态对比增强(DCE)MRI数据的配准。它结合了强度校正项和所谓的浮动参考图像方案,以减少与造影剂有关的强度变化对配准性能的影响。使用具有模拟运动的腹部DCE-MRI数据集,表明该算法能够校正各种大小的非刚性运动。该注册还有助于阐明具有未模拟运动的数据集的肾脏肿瘤内小目标区域增强曲线的趋势。在所有情况下,注册后几乎完全消除了视觉运动的证据。由于该算法不涉及更改图像配准优化过程,因此可以预测它应易于适应其他配准框架。

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