van der Have Frans, Vastenhouw Brendan, Rentmeester Mart, Beekman Freek J
Department of Nuclear Medicine, Image Sciences Institute, University Medical Center Utrecht, 3584 CG Utrecht, The Netherlands.
IEEE Trans Med Imaging. 2008;27(7):960-71. doi: 10.1109/TMI.2008.924644.
For multipinhole single-photon emission computed tomography (SPECT), iterative reconstruction algorithms are preferred over analytical methods, because of the often complex multipinhole geometries and the ability of iterative algorithms to compensate for effects like spatially variant sensitivity and resolution. Ideally, such compensation methods are based on accurate knowledge of the position-dependent point spread functions (PSFs) specifying the response of the detectors to a point source at every position in the instrument. This paper describes a method for model-based generation of complete PSF lookup tables from a limited number of point-source measurements for stationary SPECT systems and its application to a submillimeter resolution stationary small-animal SPECT system containing 75 pinholes (U-SPECT-I). The method is based on the generalization over the entire object to be reconstructed, of a small number of properties of point-source responses which are obtained at a limited number of measurement positions. The full shape of measured point-source responses can almost be preserved in newly created PSF tables. We show that these PSFs can be used to obtain high-resolution SPECT reconstructions: the reconstructed resolutions judged by rod visibility in a micro-Derenzo phantom are 0.45 mm with 0.6-mm pinholes and below 0.35 mm with 0.3-mm pinholes. In addition, we show that different approximations, such as truncating the PSF kernel, with significant reduction of reconstruction time, can still lead to acceptable reconstructions.
对于多针孔单光子发射计算机断层扫描(SPECT),由于多针孔几何形状通常较为复杂,且迭代算法能够补偿空间变化灵敏度和分辨率等效应,因此迭代重建算法优于解析方法。理想情况下,此类补偿方法基于对位置相关点扩散函数(PSF)的准确了解,这些函数规定了探测器对仪器中每个位置的点源的响应。本文描述了一种基于模型的方法,用于从固定SPECT系统的有限数量点源测量中生成完整的PSF查找表,以及该方法在包含75个针孔的亚毫米分辨率固定小动物SPECT系统(U-SPECT-I)中的应用。该方法基于在有限数量测量位置获得的点源响应的少量属性,对整个待重建对象进行推广。在新创建的PSF表中,几乎可以保留测量点源响应的完整形状。我们表明,这些PSF可用于获得高分辨率SPECT重建:在微德伦佐体模中,通过棒可见性判断的重建分辨率对于0.6毫米针孔为0.45毫米,对于0.3毫米针孔低于0.35毫米。此外,我们表明,不同的近似方法,如截断PSF核,在显著减少重建时间的情况下,仍可导致可接受的重建结果。