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通过时间快门、投影解复用和交替重建校正多针孔 SPECT 中的多路复用伪影。

Correction of multiplexing artefacts in multi-pinhole SPECT through temporal shuttering, de-multiplexing of projections, and alternating reconstruction.

机构信息

Department of Radiology, University of Massachusetts Chan Medical School, Worcester, MA, United States of America.

Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America.

出版信息

Phys Med Biol. 2024 Jun 6;69(12). doi: 10.1088/1361-6560/ad4f47.

Abstract

Single-photon emission computed tomography (SPECT) with pinhole collimators can provide high-resolution imaging, but is often limited by low sensitivity. Acquiring projections simultaneously through multiple pinholes affords both high resolution and high sensitivity. However, the overlap of projections from different pinholes on detectors, known as multiplexing, has been shown to cause artefacts which degrade reconstructed images.Multiplexed projection sets were considered here using an analytic simulation model of AdaptiSPECT-C-a brain-dedicated multi-pinhole SPECT system. AdaptiSPECT-C has fully adaptable aperture shutters, so can acquire projections with a combination of multiplexed and non-multiplexed frames using temporal shuttering. Two strategies for reducing multiplex artefacts were considered: an algorithm to de-multiplex projections, and an alternating reconstruction strategy for projections acquired with a combination of multiplexed and non-multiplexed frames. Geometric and anthropomorphic digital phantoms were used to assess a number of metrics.Both de-multiplexing strategies showed a significant reduction in image artefacts and improved fidelity, image uniformity, contrast recovery and activity recovery (AR). In all cases, the two de-multiplexing strategies resulted in superior metrics to those from images acquired with only mux-free frames. The de-multiplexing algorithm provided reduced image noise and superior uniformity, whereas the alternating strategy improved contrast and AR.The use of these de-multiplexing algorithms means that multi-pinhole SPECT systems can acquire projections with more multiplexing without degradation of images.

摘要

单光子发射计算机断层扫描(SPECT)与针孔准直器可以提供高分辨率成像,但通常灵敏度较低。通过多个针孔同时获取投影可以同时获得高分辨率和高灵敏度。然而,不同针孔在探测器上的投影重叠,即多路复用,已被证明会导致重建图像的伪影。本研究使用 AdaptiSPECT-C 大脑专用多针孔 SPECT 系统的分析模拟模型来考虑多路复用的投影集。AdaptiSPECT-C 具有完全可自适应的孔径快门,因此可以使用时间快门以多路复用和非多路复用帧的组合获取投影。考虑了两种减少多路复用伪影的策略:一种用于解多路复用投影的算法,以及一种用于组合使用多路复用和非多路复用帧获取投影的交替重建策略。使用几何和拟人数字体模评估了许多指标。两种解多路复用策略都显著降低了图像伪影并提高了保真度、图像均匀性、对比度恢复和活动恢复(AR)。在所有情况下,两种解多路复用策略的指标都优于仅使用无多路复用帧获取的图像。解多路复用算法提供了较低的图像噪声和更好的均匀性,而交替策略则提高了对比度和 AR。使用这些解多路复用算法意味着多针孔 SPECT 系统可以在不降低图像质量的情况下使用更多的多路复用来获取投影。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3c7a/11212123/e57914289e2e/nihms-2000435-f0001.jpg

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