Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy.
Division of Radiology, Istituto Europeo di Oncologia, Milan, Italy.
Med Biol Eng Comput. 2017 Nov;55(11):2001-2014. doi: 10.1007/s11517-017-1646-6. Epub 2017 Apr 8.
Dynamic magnetic resonance imaging (MRI) is emerging as the elected image modality for organ motion quantification and management in image-guided radiotherapy. However, the lack of validation tools is an open issue for image guidance in the abdominal and thoracic organs affected by organ motion due to respiration. We therefore present an abdominal four-dimensional (4D) CT/MRI digital phantom, including the estimation of MR tissue parameters, simulation of dedicated abdominal MR sequences, modeling of radiofrequency coil response and noise, followed by k-space sampling and image reconstruction. The phantom allows the realistic simulation of images generated by MR pulse sequences with control of scan and tissue parameters, combined with co-registered CT images. In order to demonstrate the potential of the phantom in a clinical scenario, we describe the validation of a virtual T1-weighted 4D MRI strategy. Specifically, the motion extracted from a T2-weighted 4D MRI is used to warp a T1-weighted breath-hold acquisition, with the aim of overcoming trade-offs that limit T1-weighted acquisitions. Such an application shows the applicability of the digital CT/MRI phantom as a validation tool, which should be especially useful for cases unsuited to obtain real imaging data.
动态磁共振成像是一种新兴的成像模式,可用于在影像引导放疗中对器官运动进行量化和管理。然而,由于呼吸导致的腹部和胸部器官的器官运动,缺乏验证工具仍然是影像引导的一个开放性问题。因此,我们提出了一种腹部四维(4D)CT/MRI 数字体模,包括对磁共振组织参数的估计、专用腹部磁共振序列的模拟、射频线圈响应和噪声的建模,以及随后的 K 空间采样和图像重建。该体模可以真实地模拟由磁共振脉冲序列生成的图像,同时可以控制扫描和组织参数,并与配准的 CT 图像相结合。为了在临床环境中展示体模的潜力,我们描述了一种虚拟 T1 加权 4D MRI 策略的验证。具体来说,从 T2 加权 4D MRI 中提取的运动用于对 T1 加权屏气采集进行变形,目的是克服限制 T1 加权采集的权衡。这种应用展示了数字 CT/MRI 体模作为验证工具的适用性,对于那些不适合获取真实成像数据的情况,它应该特别有用。