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用于投影重建磁共振荧光透视的实时自适应滤波

Real-time adaptive filtering for projection reconstruction MR fluoroscopy.

作者信息

Schaeffter Tobias, Grass Michael, Proksa Roland, Rasche Volker

机构信息

Philips Research Laboratories, Research Sector Technical Systems, Roentgenstrasse 24-26, 22335 Hamburg, Germany.

出版信息

IEEE Trans Med Imaging. 2003 Jan;22(1):75-81. doi: 10.1109/TMI.2002.806584.

Abstract

Magnetic resonance (MR) imaging has faced a dramatic increase in real-time capabilities over the last years. However, the application of fast pulse sequences still suffers from low signal-to-noise ratios (SNRs), which can be the limiting factor for the actual acquisition speed. In MR fluoroscopy, filtering along the time and/or spatial domain can be applied to increase the image quality. In this paper, a projection-based noise filter is presented that significantly enhances the SNR in projection reconstruction (PR) fluoroscopy without apparent loss of resolution in the reconstructed images. In contrast to an imaged-based approach, this method allows a very efficient computational implementation. The filter algorithm was implemented on a digital signal processor and was applied to real-time processing during PR fluoroscopy. A quantitative analysis of the improvement in SNR and results for different fluoroscopic MR applications are given. Apart from MR fluoroscopy, the proposed technique has the potential to be applied to low dose computed tomography fluoroscopy.

摘要

在过去几年中,磁共振(MR)成像的实时能力有了显著提高。然而,快速脉冲序列的应用仍然存在信噪比(SNR)较低的问题,这可能是实际采集速度的限制因素。在MR透视检查中,可以应用沿时间和/或空间域的滤波来提高图像质量。本文提出了一种基于投影的噪声滤波器,该滤波器可显著提高投影重建(PR)透视检查中的SNR,且重建图像的分辨率无明显损失。与基于成像的方法不同,该方法允许非常高效的计算实现。该滤波算法在数字信号处理器上实现,并应用于PR透视检查期间的实时处理。给出了SNR改善的定量分析以及不同透视MR应用的结果。除了MR透视检查外,所提出的技术还具有应用于低剂量计算机断层扫描透视检查的潜力。

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