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Accelerating TOF-MRA: The impact of the combined use of compressed sensitivity encoding and spiral imaging

螺旋(铁路) 半最大全宽 图像质量 核医学 螺旋CT 加速度 物理 医学 核磁共振 光学 数学 放射科 图像(数学) 计算机科学 人工智能 计算机断层摄影术 数学分析 经典力学
作者
Kosuke Morita,Hiroyuki Uetani,Takeshi Nakaura,Masami Yoneyama,Yasunori Nagayama,Masafumi Kidoh,Naoki Shinojima,Tadashi Hamasaki,Akitake Mukasa,Toshinori Hirai
出处
期刊:Magnetic Resonance Imaging [Elsevier BV]
卷期号:103: 28-36
标识
DOI:10.1016/j.mri.2023.06.019
摘要

To evaluate the image quality of the combined technique of compressed sensitivity encoding (CS) and spiral imaging in time-of-flight magnetic resonance angiography (TOF-MRA), which is approximately 2.5 times faster than conventional methods. Twenty volunteers underwent four TOF-MRA sequences: sensitivity encoding (SENSE) with acceleration factor of 4 (acquisition time: 4:55 min), CS with acceleration factor of 10.9, and spiral and CS-spiral (both 1:55 min). A quantitative image analysis (signal-to-noise ratio [SNR], contrast, and full width at half maximum [FWHM] edge criterion measurements) was performed on four TOF sequences. For qualitative image analysis, two board-certified radiologists evaluated the overall depiction of the proximal, intermediate, and distal branches in CS, spiral, and CS-spiral images using SENSE as a reference. The SNR of BA in spiral and CS-spiral imaging was significantly lower than that in SENSE (p = 0.009). The contrasts of ACA and BA in CS-spiral were significantly higher and those in spiral were significantly lower than those in SENSE (p < 0.001). The FWHM in the CS image was significantly higher than that of SENSE; however, no significant differences were observed between the spiral or CS-spiral and SENSE. In qualitative analysis, the depiction of proximal vascular branches was significantly impaired in spiral than in others and that of distal vascular branches was significantly impaired in CS than in others (p < 0.001). In TOF-MRA, which is approximately 2.5 times faster than conventional methods, the combined use of CS and spiral imaging demonstrated an improvement in image quality compared to either CS or spiral imaging alone. The image quality of Compressed SENSE and spiral imaging is particularly poor in the proximal and distal vascular branches, respectively at an extremely high acceleration factor; however, CS-spiral provided stable image quality in all regions as compared with the SENSE technique.
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