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Development of image-based scatter correction for brain perfusion SPECT study: comparison with TEW method

机译:基于图像散射校正的脑灌注SPECT研究的进展:与TEW方法的比较

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In order to convert scatter uncorrected into corrected SPECT image, an image-based scatter correction (IBSC) method has been developed. The aim of this study was validation of its role as image converter from scatter uncorrected into corrected images equivalent to image corrected by conventional TEW method. IBSC method is executed in the postreconstruction process and only requires an attenuation corrected main photopeak image with broad /spl mu/ value, I/sub AC//sup /spl mu/b/. The scatter component image is estimated by convolving I/sub AC//sup /spl mu/b/ with a scatter function followed by multiplying with an image-based scatter fraction (SF) function. The IBSC method was evaluated with Monte Carlo simulations and /sup 99m/Tc-ECD SPECT human brain perfusion studies obtained from five volunteers. The noise property of the scatter corrected image using IBSC method, I/sub IBSC/, was compared with that by TEW method, I/sub TEW/, with simulated brain phantom images. Image contrast between gray with white matter in the human study was also compared between IBSC and TEW method. The global signal-to-noise (S/N) ratio of I/sub IBSC/ was decreased to 14% compared to that of I/sub AC//sup /spl mu/b/, whereas that of I/sub TEW/ was decreased to 21%. In human brain imaging, significant difference in image contrast between IBSC and TEW method was not observed (p>0.05). In conclusion, the IBSC method could be applied to clinical brain perfusion SPECT as conversion I/sub AC//sup /spl mu/b/ into a scatter corrected image equivalent to I/sub TEW/. This achieves a better noise property than the TEW method.
机译:为了将未校正的散射转换为校正的SPECT图像,已经开发了基于图像的散射校正(IBSC)方法。这项研究的目的是验证其作为图像转换器的作用,即从未经校正的散射变为与通过常规TEW方法校正的图像等效的校正图像。 IBSC方法在重建后的过程中执行,只需要衰减校正后的主光峰图像,该图像具有宽/ spl mu /值,I / sub AC // sup / spl mu / b /。通过将I / sub AC // sup / spl mu / b /与散射函数卷积,然后与基于图像的散射分数(SF)函数相乘,可以估计散射分量图像。 IBSC方法通过蒙特卡罗模拟和从5名志愿者那里获得的99m / Tc-ECD SPECT人脑灌注研究进行了评估。使用模拟脑模型图像,将使用IBSC方法I / sub IBSC /的散射校正图像的噪声特性与通过TEW方法I / sub TEW /的噪声特性进行了比较。在IBSC和TEW方法之间,还比较了人类研究中的灰色和白色物质之间的图像对比度。与I / sub AC // sup / spl mu / b /相比,I / sub IBSC /的全球信噪比(S / N)降低至14%,而I / sub TEW /降低到21%。在人脑成像中,未观察到IBSC和TEW方法之间图像对比度的显着差异(p> 0.05)。总之,IBSC方法可以应用于临床脑灌注SPECT,将I / sub AC // sup / spl mu / b /转换为等效于I / sub TEW /的散射校正图像。与TEW方法相比,这可以实现更好的噪声性能。

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