Romanin Ludovica, Prsa Milan, Roy Christopher W, Sieber Xavier, Yerly Jérôme, Milani Bastien, Rutz Tobias, Si-Mohamed Salim, Tenisch Estelle, Piccini Davide, Stuber Matthias
Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland; Advanced Clinical Imaging Technology, Siemens Healthineers International AG, Lausanne, Switzerland.
Division of Pediatric Cardiology, Woman-Mother-Child Department, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
J Cardiovasc Magn Reson. 2025 Feb 5;27(1):101854. doi: 10.1016/j.jocmr.2025.101854.
One major challenge in cardiovascular magnetic resonance is reducing scan times to be more compatible with clinical workflows. In 3D magnetic resonance imaging (MRI), strategies to shorten scan times mostly rely on ECG-triggering or self-navigation for motion management, but are affected by heart rate variabilities or respiratory drifts. A similarity-driven multi-dimensional binning algorithm (SIMBA) was introduced for 3D whole-heart angiography from ferumoxytol-enhanced free-running MRI. This study explores acceleration limits using SIMBA, and its compressed-sensing extension extra-dimensional motion-compensation (XD-MC)-SIMBA, while preserving image quality.
Data from 6-min free-running acquisitions of 30 congenital heart disease (CHD) patients were retrospectively undersampled to simulate 5-, 4-, 3-, 2-, and 1-min datasets. SIMBA and XD-MC-SIMBA reconstructions were applied. and the consistency of the data selection together with sharpness metrics were computed as a function of undersampling. Image quality was rated on a 5-point Likert scale. Shorter 3-minute acquisitions were prospectively acquired in nine CHD patients.
SIMBA's motion state selection was consistent across undersampling levels, with only 2 of 30 cases showing completely different selections. Image quality metrics decreased with increased undersampling, with SIMBA scoring lower compared to XD-MC-SIMBA. The diagnostic quality was good, with lower scores for 2- and 1-min datasets. Using XD-MC-SIMBA, 43% (31/72) of cases showed improved scores compared to SIMBA and 58% (7/12) of 1-min datasets improved to good or excellent quality.
This study demonstrates that ferumoxytol-enhanced free-running MRI can be highly accelerated for 3D angiography in CHD.With the aid of compressed sensing, XD-MC-SIMBA supports the acceleration down to 3 minutes or less.
心血管磁共振成像的一个主要挑战是缩短扫描时间,使其更符合临床工作流程。在三维磁共振成像(MRI)中,缩短扫描时间的策略主要依赖于心电图触发或自我导航来进行运动管理,但会受到心率变异性或呼吸漂移的影响。一种相似性驱动的多维分箱算法(SIMBA)被引入用于从铁氧还蛋白增强的自由运行MRI进行三维全心血管造影。本研究探讨了使用SIMBA及其压缩感知扩展——超维运动补偿(XD-MC)-SIMBA在保持图像质量的同时的加速极限。
回顾性地对30例先天性心脏病(CHD)患者6分钟自由运行采集的数据进行欠采样,以模拟5分钟、4分钟、3分钟、2分钟和1分钟的数据集。应用SIMBA和XD-MC-SIMBA重建,并根据欠采样计算数据选择的一致性以及清晰度指标。图像质量采用5分制李克特量表进行评分。对9例CHD患者进行了前瞻性的3分钟短采集。
SIMBA的运动状态选择在不同欠采样水平上是一致的,30例中只有2例显示出完全不同的选择。图像质量指标随着欠采样的增加而下降,SIMBA的评分低于XD-MC-SIMBA。诊断质量良好,2分钟和1分钟数据集的评分较低。使用XD-MC-SIMBA,43%(31/72)的病例与SIMBA相比评分有所提高,58%(7/12)的1分钟数据集质量提高到良好或优秀。
本研究表明,铁氧还蛋白增强的自由运行MRI在CHD的三维血管造影中可以高度加速。借助压缩感知,XD-MC-SIMBA支持加速至3分钟或更短时间。