Shahi Anirudh, Poladyan Harutyun, Anashkin Edward, Komarov Borys, Baldassi Brandon, Rapley Madeline, Babich Alexey, Bubon Oleksandr, Reznik Alla
Department of Physics, Lakehead University, Thunder Bay, Ontario, Canada.
Radialis Inc., Thunder Bay, Ontario, Canada.
Med Phys. 2025 Apr;52(4):2507-2519. doi: 10.1002/mp.17606. Epub 2024 Dec 27.
This study investigates a multi-angle acquisition method aimed at improving image quality in organ-targeted PET detectors with planar detector heads. Organ-targeted PET technologies have emerged to address limitations of conventional whole-body PET/CT systems, such as restricted axial field-of-view (AFOV), limited spatial resolution, and high radiation exposure associated with PET procedures. The AFOV in organ-targeted PET can be adjusted to the organ of interest, minimizing unwanted signals from other parts of the body, thus improving signal collection efficiency and reducing the dose of administered radiotracer. However, while planar detector PET technology allows for quasi-3D image reconstruction due to the separation between detector heads, it suffers from degraded axial spatial resolution and, consequently, reduced recovery coefficients (RCs) along the axial direction perpendicular to the detectors.
The purpose of this study was to evaluate the concept of multi-angle image acquisition with two planar PET detectors and composite full 3D image reconstruction. This leverages data collection from multiple polar angles to improve the axial spatial resolution in the direction perpendicular to the detector heads. In such, the concept allows to overcome the intrinsic limitations of planar detectors in axial resolution.
This study evaluates the improvement in the quality of images acquired with the Radialis organ-targeted PET camera through multi-angle image acquisition, in both experimental and simulated imaging scenarios. This includes the use of custom-made phantom with fillable spherical hot inserts, the NEMA NU4-2008 image quality (IQ) phantom, and simulations with a digital brain phantom. The analysis involves the comparison of line profiles drawn through the spherical hot inserts, image uniformity, RCs, and the reduction of smearing observed in the axial planes with and without the multi-angle acquisition strategy.
Significant improvements were observed in reducing smearing, enhancing image uniformity, and increasing RCs using the evaluated multi-angle acquisition method. In the composite images, the hot spheres appear more symmetrical in all planes. The image uniformity, calculated from the IQ phantom, improves from 7.79% and 10.98%, as measured in the images from the individual acquisitions, to 2.72% in the composite image. There is also an overall improvement in the RCs as measured from the hot rods of the IQ phantom. Furthermore, the simulation study using the digital human brain phantom demonstrates minimal smearing in the four-angle scan, as opposed to a two-angle scan.
The multi-angle acquisition method offers a promising approach to transform planar PET detector technology into a true tomographic organ-targeted PET system and to enable improvement in image quality while preserving a versatility inherent to planar detector technology. Future research will focus on optimizing the multi-angle imaging protocol, including adjustments to detector separations, number of acquisition angles, and reconstruction iterations, alongside incorporating TOF, and reconstruction with point spread function modeling to further improve image quality.
本研究探讨一种多角度采集方法,旨在提高采用平面探测器头的器官靶向PET探测器的图像质量。器官靶向PET技术的出现是为了解决传统全身PET/CT系统的局限性,如轴向视野受限、空间分辨率有限以及与PET检查相关的高辐射暴露。器官靶向PET中的轴向视野可根据感兴趣的器官进行调整,将来自身体其他部位的不必要信号降至最低,从而提高信号采集效率并减少放射性示踪剂的给药剂量。然而,虽然平面探测器PET技术由于探测器头之间的间隔允许进行准三维图像重建,但它在轴向空间分辨率方面有所下降,因此在垂直于探测器的轴向上恢复系数(RCs)降低。
本研究的目的是评估使用两个平面PET探测器进行多角度图像采集和复合全三维图像重建的概念。这利用了从多个极角收集的数据,以提高垂直于探测器头方向的轴向空间分辨率。这样,该概念能够克服平面探测器在轴向分辨率方面的固有局限性。
本研究在实验和模拟成像场景中,通过多角度图像采集评估了使用Radialis器官靶向PET相机采集的图像质量的改善情况。这包括使用带有可填充球形热插块的定制体模、NEMA NU4-2008图像质量(IQ)体模以及使用数字脑体模进行模拟。分析包括比较穿过球形热插块绘制的线轮廓、图像均匀性、RCs以及在有无多角度采集策略的轴向平面中观察到的模糊减少情况。
使用评估的多角度采集方法在减少模糊、增强图像均匀性和增加RCs方面观察到显著改善。在复合图像中,热球在所有平面上显得更加对称。根据IQ体模计算的图像均匀性,从单次采集图像中测量的7.79%和10.98%提高到复合图像中的2.72%。从IQ体模的热棒测量的RCs也有整体改善。此外,使用数字人脑体模的模拟研究表明,与双角度扫描相比,四角度扫描中的模糊最小。
多角度采集方法为将平面PET探测器技术转变为真正的断层器官靶向PET系统提供了一种有前景的方法,并能够在保持平面探测器技术固有通用性的同时提高图像质量。未来的研究将集中于优化多角度成像协议,包括调整探测器间隔、采集角度数量和重建迭代次数,同时纳入飞行时间(TOF)以及使用点扩散函数建模进行重建,以进一步提高图像质量。