Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC 27710, United States.
Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC 27710, United States. Electronic address: https://sites.duke.edu/qial.
Phys Med. 2021 Aug;88:175-192. doi: 10.1016/j.ejmp.2021.07.005. Epub 2021 Jul 17.
Micron-scale computed tomography (micro-CT) imaging is a ubiquitous, cost-effective, and non-invasive three-dimensional imaging modality. We review recent developments and applications of micro-CT for preclinical research.
Based on a comprehensive review of recent micro-CT literature, we summarize features of state-of-the-art hardware and ongoing challenges and promising research directions in the field.
Representative features of commercially available micro-CT scanners and some new applications for both in vivo and ex vivo imaging are described. New advancements include spectral scanning using dual-energy micro-CT based on energy-integrating detectors or a new generation of photon-counting x-ray detectors (PCDs). Beyond two-material discrimination, PCDs enable quantitative differentiation of intrinsic tissues from one or more extrinsic contrast agents. When these extrinsic contrast agents are incorporated into a nanoparticle platform (e.g. liposomes), novel micro-CT imaging applications are possible such as combined therapy and diagnostic imaging in the field of cancer theranostics. Another major area of research in micro-CT is in x-ray phase contrast (XPC) imaging. XPC imaging opens CT to many new imaging applications because phase changes are more sensitive to density variations in soft tissues than standard absorption imaging. We further review the impact of deep learning on micro-CT. We feature several recent works which have successfully applied deep learning to micro-CT data, and we outline several challenges specific to micro-CT.
All of these advancements establish micro-CT imaging at the forefront of preclinical research, able to provide anatomical, functional, and even molecular information while serving as a testbench for translational research.
微米级计算机断层扫描(micro-CT)成像技术是一种普遍存在、具有成本效益且非侵入性的三维成像方式。我们综述了 micro-CT 在临床前研究中的最新进展和应用。
我们通过对 micro-CT 近期文献的全面综述,总结了最先进的硬件的特点以及该领域当前的挑战和有前景的研究方向。
描述了商用 micro-CT 扫描仪的代表性特征,以及体内和体外成像的一些新应用。新的进展包括使用基于能量积分探测器的双能 micro-CT 或新一代光子计数 X 射线探测器(PCD)进行光谱扫描。除了区分两种材料外,PCD 还可以定量区分固有组织与一种或多种外源性对比剂。当这些外源性对比剂被整合到纳米颗粒平台(例如脂质体)中时,就可以实现新型的 micro-CT 成像应用,如癌症治疗学领域的联合治疗和诊断成像。micro-CT 研究的另一个主要领域是 X 射线相衬(XPC)成像。XPC 成像使 CT 能够应用于许多新的成像应用,因为相比标准吸收成像,相位变化对软组织的密度变化更为敏感。我们进一步综述了深度学习对 micro-CT 的影响。我们介绍了几个最近的成功将深度学习应用于 micro-CT 数据的工作,并概述了 micro-CT 特有的几个挑战。
所有这些进展使 micro-CT 成像成为临床前研究的前沿技术,能够提供解剖学、功能甚至分子信息,同时也成为转化研究的试验台。