Department of Health Sciences, European University of Cyprus, Nicosia, Cyprus.
Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Philos Trans A Math Phys Eng Sci. 2021 Aug 23;379(2204):20200207. doi: 10.1098/rsta.2020.0207. Epub 2021 Jul 5.
Subject motion in positron emission tomography (PET) is a key factor that degrades image resolution and quality, limiting its potential capabilities. Correcting for it is complicated due to the lack of sufficient measured PET data from each position. This poses a significant barrier in calculating the amount of motion occurring during a scan. Motion correction can be implemented at different stages of data processing either during or after image reconstruction, and once applied accurately can substantially improve image quality and information accuracy. With the development of integrated PET-MRI (magnetic resonance imaging) scanners, internal organ motion can be measured concurrently with both PET and MRI. In this review paper, we explore the synergistic use of PET and MRI data to correct for any motion that affects the PET images. Different types of motion that can occur during PET-MRI acquisitions are presented and the associated motion detection, estimation and correction methods are reviewed. Finally, some highlights from recent literature in selected human and animal imaging applications are presented and the importance of motion correction for accurate kinetic modelling in dynamic PET-MRI is emphasized. This article is part of the theme issue 'Synergistic tomographic image reconstruction: part 2'.
正电子发射断层成像术(PET)中的目标运动是降低图像分辨率和质量的关键因素,限制了其潜在能力。由于缺乏来自每个位置的足够的 PET 测量数据,因此对其进行校正变得很复杂。这在计算扫描过程中发生的运动量方面构成了重大障碍。运动校正可以在数据处理的不同阶段执行,无论是在图像重建期间还是之后,并且一旦准确应用,就可以大大提高图像质量和信息准确性。随着集成正电子发射断层扫描-磁共振成像(MRI)扫描仪的发展,内部器官运动可以与 PET 和 MRI 同时测量。在这篇综述论文中,我们探讨了 PET 和 MRI 数据的协同使用,以校正影响 PET 图像的任何运动。介绍了在 PET-MRI 采集过程中可能发生的不同类型的运动,并回顾了相关的运动检测、估计和校正方法。最后,介绍了一些在选定的人类和动物成像应用中的最新文献中的亮点,并强调了在动态 PET-MRI 中进行准确动力学建模时运动校正的重要性。本文是主题为“协同层析图像重建:第 2 部分”的一部分。