极极里叶变换在实践中:它在重建辐射获得的MRI图像中的效率和特征
Fatemeh Rastegar Jooybari1,2, Ali Aghaeifar3, Elham Mohammadi1,4
1Department of Biomedical Engineering, Amirkabir University of Technology (Tehran Polytechnic), 424, Hafez Ave., Tehran, Iran.
Magma (New York, N.Y.)
|August 12, 2025
概括
极极里叶变换 (PFT) 能够为放射性MRI实现高效的直线重建. 这种方法可以保持中部地区的图像质量,即使有大量的低采样,也支持动态和以ROI为重点的成像应用.
科学领域:
- 磁共振成像 (MRI) 是一种磁共振成像技术.
- 图像重建 图像的重建
- 信号处理 信号处理
背景情况:
- 放射性MRI数据重建传统上使用格子.
- 极方里埃变形 (PFT) 提供了一个直接的替代格子.
- 在加速获取下评估PFT的临床可行性和性能至关重要.
研究的目的:
- 评估在临床MRI扫描仪上实现直线极极里叶变换 (PFT) 的可行性.
- 为了评估PFT的计算性能和图像质量在加速辐射MRI采集下.
- 将PFT重建与供应商提供的格子进行比较.
主要方法:
- 在西门子图像计算环境中使用递归数值汉克尔变换实现了PFT.
- 重建了2D辐射轨迹的幻影和体内大脑数据集.
- 重建时间,SNR,文物和空间分辨率在各种下样本级别 (高达8x) 进行了分析.
主要成果:
- 通过PFT集成,实现了大约6-9倍获取时间的运行时间.
- PFT展示了空间变异分辨率,增强了中心区域,而向外的模糊转移.
- 与格子相比,PFT减少了条纹,在加速度下保持了图像质量,降低了梯度延迟工件.
结论:
- PFT促进了放射性MRI的有效内线重建.
- 在积极的低采样下,PFT在感兴趣的中心地区保持了图像质量.
- 这支持PFT在动态和专注于感兴趣区域的MRI应用中的使用.
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