Motion compensated 4D PET-CT-MR image generation for respiratory synchronized multi-modal image display

W. H. Nam, Jihye Kim, I. Ahn, Yongjin Chang, J. Ra
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Abstract

Positron emission tomography (PET) image has been widely used for early detection of malignant lesion(s) and its treatment, because it can provide functional information. Since computed tomography (CT) and magnetic resonance (MR) images can provide high resolution anatomical information, their simultaneous display with PET image may improve the clinical value of PET-image-based applications. Meanwhile, temporal information regarding anatomical changes due to respiration may be important in the radiation therapy planning of a thoracic or abdominal region. To provide such important information, we propose a framework for motion compensated 4D PET-CT-MR image generation. To realize the framework, we present a MR-driven motion compensation algorithm for respiratory-gated 4D PET imaging. We then introduce a respiratory-synchronized multi-modal image generation method. We expect that the respiratory-synchronized multi-modal image display can be useful for clinicians to efficiently utilize the temporal information as well as the complementary spatial information in their applications.
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运动补偿4D PET-CT-MR图像生成呼吸同步多模态图像显示
正电子发射断层扫描(PET)图像由于能提供功能信息,已广泛应用于恶性病变的早期发现和治疗。由于计算机断层扫描(CT)和磁共振(MR)图像可以提供高分辨率的解剖信息,因此它们与PET图像同时显示可以提高PET图像应用的临床价值。同时,关于呼吸引起的解剖变化的时间信息可能对胸部或腹部区域的放射治疗计划很重要。为了提供这些重要的信息,我们提出了一个运动补偿的4D PET-CT-MR图像生成框架。为了实现该框架,我们提出了一种磁共振驱动的呼吸门控四维PET成像运动补偿算法。然后,我们介绍了一种呼吸同步的多模态图像生成方法。我们期望呼吸同步多模态图像显示可以帮助临床医生在其应用中有效地利用时间信息以及互补的空间信息。
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