Chen Guang-Hong, Tang Jie, Hsieh Jiang
Department of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA.
Med Phys. 2009 Jun;36(6):2130-5. doi: 10.1118/1.3130018.
The current paradigm for temporal resolution improvement is to add more source-detector units and/or increase the gantry rotation speed. The purpose of this article is to present an innovative alternative method to potentially improve temporal resolution by approximately a factor of 2 for all MDCT scanners without requiring hardware modification. The central enabling technology is a most recently developed image reconstruction method: Prior image constrained compressed sensing (PICCS). Using the method, cardiac CT images can be accurately reconstructed using the projection data acquired in an angular range of about 120 degrees, which is roughly 50% of the standard short-scan angular range (approximately 240 degrees for an MDCT scanner). As a result, the temporal resolution of MDCT cardiac imaging can be universally improved by approximately a factor of 2. In order to validate the proposed method, two in vivo animal experiments were conducted using a state-of-the-art 64-slice CT scanner (GE Healthcare, Waukesha, WI) at different gantry rotation times and different heart rates. One animal was scanned at heart rate of 83 beats per minute (bpm) using 400 ms gantry rotation time and the second animal was scanned at 94 bpm using 350 ms gantry rotation time, respectively. Cardiac coronary CT imaging can be successfully performed at high heart rates using a single-source MDCT scanner and projection data from a single heart beat with gantry rotation times of 400 and 350 ms. Using the proposed PICCS method, the temporal resolution of cardiac CT imaging can be effectively improved by approximately a factor of 2 without modifying any scanner hardware. This potentially provides a new method for single-source MDCT scanners to achieve reliable coronary CT imaging for patients at higher heart rates than the current heart rate limit of 70 bpm without using the well-known multisegment FBP reconstruction algorithm. This method also enables dual-source MDCT scanner to achieve higher temporal resolution without further hardware modifications.
当前提高时间分辨率的范例是增加更多的源探测器单元和/或提高机架旋转速度。本文的目的是提出一种创新的替代方法,有可能在不进行硬件修改的情况下,将所有多层螺旋CT(MDCT)扫描仪的时间分辨率提高约2倍。核心支撑技术是一种最新开发的图像重建方法:先验图像约束压缩感知(PICCS)。使用该方法,可以利用在大约120度角范围内采集的投影数据准确重建心脏CT图像,这大约是标准短扫描角范围(MDCT扫描仪约为240度)的50%。结果,MDCT心脏成像的时间分辨率可普遍提高约2倍。为了验证所提出的方法,使用一台先进的64层CT扫描仪(通用电气医疗集团,威斯康星州沃基沙)在不同的机架旋转时间和不同心率下进行了两项体内动物实验。分别以每分钟83次心跳(bpm)的心率、400毫秒的机架旋转时间对一只动物进行扫描,以94 bpm的心率、350毫秒的机架旋转时间对另一只动物进行扫描。使用单源MDCT扫描仪和机架旋转时间为400毫秒和350毫秒的单个心跳的投影数据,可以在高心率下成功进行心脏冠状动脉CT成像。使用所提出的PICCS方法,无需修改任何扫描仪硬件,心脏CT成像的时间分辨率可有效提高约2倍。这可能为单源MDCT扫描仪提供一种新方法,在不使用众所周知的多段滤波反投影(FBP)重建算法且心率高于当前70 bpm心率限制的情况下,为患者实现可靠的冠状动脉CT成像。该方法还能使双源MDCT扫描仪在不进行进一步硬件修改的情况下实现更高的时间分辨率。