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Development of an Automated Processing Method to Detect Still Timing of Cardiac Motion for Coronary Magnetic Resonance Angiography

机译:一种自动处理方法的开发,以检测冠状动脉磁共振血管造影的心脏运动静时。

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Whole-heart coronary magnetic resonance angiography (WH-MRA) is useful noninvasive examination. Its signal acquisition is performed during very short still timing in each cardiac motion cycle, and therefore the adequate still timing selection is important to obtain the better image quality. However, since the current available selection method is only manual one using visual comparison of cine MRI images with different phases, the selected timings are often incorrect and their reproducibiliry is not sufficient. We developed an automated selection method to detect the best still timing for the WH-MRA and compared the automated method with conventional manual one. Cine MRI images were used for the analysis. In order to extract the high-speed cardiac cine image, each phase directional pixel set at each pixel position in all cine images were processed by a high-pass filtering using the Fourie transform. After this process, the cine images with low speed timing became dark, and the optimal timing could be determined by a threshold processing. We took ten volunteers' WH-MRA with the manually and automatically selected timings, and visually assessed image quality of each image on a 5-point scale (5=excellent, 4=very good, 3=good, 2=fair, l=poor). The mean scores of the manual and automatic methods for right coronary arteries (RCA), LDA left anterior descending arteries (LAD) and LCX left circumflex arteries (LCX) were 4.2±0.38, 4.1±0.44, 3.9±0.52 and 4.1±0.42, 4.1±0.24, 3.2±0.35 respectively. The score were increased by our method in the RCA and LCX, and the LCX was significant (p<0.05). As the results, it was indicated that our automated method could determine the optimal cardiac phase more accurately than or equally to the conventional manual method.
机译:全心冠状动脉磁共振血管造影(WH-MRA)是有用的无创检查。它的信号采集是在每个心脏运动周期中非常短的静止定时期间执行的,因此,适当的静止定时选择对于获得更好的图像质量很重要。但是,由于当前可用的选择方法仅仅是使用手动比较,即对不同阶段的电影MRI图像进行视觉比较,因此选择的时机通常是不正确的,并且其再现性不足。我们开发了一种自动选择方法来检测WH-MRA的最佳静止时间,并将该自动方法与传统的手动方法进行了比较。电影MRI图像用于分析。为了提取高速心脏电影图像,通过使用傅立叶变换的高通滤波来处理在所有电影图像中的每个像素位置处设置的每个相位方向像素。此过程后,低速定时的电影图像变暗,可以通过阈值处理确定最佳定时。我们以手动和自动选择的时间作为十个志愿者的WH-MRA,并以5分制对每个图像的图像质量进行了视觉评估(5 =优秀,4 =非常好,3 =良好,2 =中等,l =较差的)。手动和自动方法的右冠状动脉(RCA),LDA左前降支动脉(LAD)和LCX左旋支动脉(LCX)的平均得分分别为4.2±0.38、4.1±0.44、3.9±0.52和4.1±0.42,分别为4.1±0.24、3.2±0.35。在RCA和LCX中,通过我们的方法得分提高,并且LCX显着(p <0.05)。结果表明,与传统的手动方法相比,我们的自动方法可以更准确地确定最佳心脏相位。

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