Smith C M, Stevens A D
Department of Radiology, University of Leicester Faculty of Medicine, UK.
Br J Radiol. 1994 Dec;67(804):1186-95. doi: 10.1259/0007-1285-67-804-1186.
This paper discusses methods for obtaining image reconstructions from electron paramagnetic resonance (EPR) spectra which constitute object projections. An automatic baselining technique is described which treats each spectrum consistently; rotating the non-horizontal baselines which are caused by stray magnetic effects onto the horizontal axis. The convolved backprojection method is described for both two- and three-dimensional reconstruction and the effect of cut-off frequency on the reconstruction is illustrated. A slower, indirect, iterative method, which does a non-linear fit to the projection data, is shown to give a far smoother reconstructed image when the method of maximum entropy is used to determine the value of the final residual sum of squares. Although this requires more computing time than the convolved backprojection method, it is more flexible and overcomes the problem of numerical instability encountered in deconvolution. Images from phantom samples in vitro are discussed. The spectral data for these have been accumulated quickly and have a low signal-to-noise ratio. The results show that as few as 16 spectra can still be processed to give an image. Artifacts in the image due to a small number of projections using the convolved backprojection reconstruction method can be removed by applying a threshold, i.e. only plotting contours higher than a given value. These artifacts are not present in an image which has been reconstructed by the maximum entropy technique. At present these techniques are being applied directly to in vivo studies.
本文讨论了从构成物体投影的电子顺磁共振(EPR)光谱中获取图像重建的方法。描述了一种自动基线调整技术,该技术对每个光谱进行一致处理;将由杂散磁效应引起的非水平基线旋转到水平轴上。描述了用于二维和三维重建的卷积反投影方法,并说明了截止频率对重建的影响。当使用最大熵方法确定最终残差平方和的值时,一种对投影数据进行非线性拟合的较慢的间接迭代方法显示可以给出平滑得多的重建图像。尽管这比卷积反投影方法需要更多的计算时间,但它更灵活,并且克服了去卷积中遇到的数值不稳定问题。讨论了体外模型样品的图像。这些样品的光谱数据积累速度快且信噪比低。结果表明,少至16个光谱仍可用于处理以生成图像。使用卷积反投影重建方法时,由于少量投影而在图像中产生的伪影可以通过应用阈值来去除,即仅绘制高于给定值的轮廓。这些伪影在通过最大熵技术重建的图像中不存在。目前,这些技术正在直接应用于体内研究。