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Multimodal 3D Registration of Anatomic (MRI) and Functional (fMRI and PET) Intra-patient Images of the Brain

机译:解剖学(MRI)和功能性(FMRI和PET)脑内患者内部患者患者的多峰

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This paper describes an application of variational image registration. The method is based on an efficient implementation of the diffusion registration formulated in the frequency domain. The goal is to register anatomical and functional brain images of the same patient to facilitate the process of functional localization. This non-rigid image registration of different modalities makes possible to obtain a geometric correspondence which allows for localizing the functional processes that occur in the brain. In order to evaluate the performance of the proposed method, visual and numeric results of registration are shown. The quality of the registration results is measured by considering the peak signal to noise ratio (PSNR), the mutual information (MI) and the correlation ratio (CR).
机译:本文介绍了变分图像配准的应用。该方法基于在频域中配制的扩散登记的有效实现。目标是注册同一患者的解剖学和功能脑图像以促进功能定位的过程。不同模态的非刚性图像配准可以获得几何对应关系,其允许定位在大脑中发生的功能过程。为了评估所提出的方法的性能,显示了登记的视觉和数字结果。通过考虑峰值信号到噪声比(PSNR),互信息(MI)和相关比(CR)来测量登记结果的质量。

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