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局部失真作为心肌灌注成像中迭代最大似然期望最大化重建的一个陷阱——一项体模研究。

Local distortion as a pitfall of iterative MLEM reconstruction in myocardial perfusion imaging - A phantom study.

作者信息

Qutbi Mohsen

机构信息

Department of Nuclear Medicine, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

出版信息

J Appl Clin Med Phys. 2025 Jul;26(7):e70140. doi: 10.1002/acm2.70140.

DOI:10.1002/acm2.70140
PMID:40653794
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12256669/
Abstract

PURPOSE

To provide insight into appearance of local distortion as a pitfall and to assess performance of MLEM reconstruction in presence of a high-contrast object or hot spot and to quantify extent of involvement, specifically in myocardial perfusion imaging.

METHODS

A checkerboard image is reconstructed with MLEM with and without the presence of a high-contrast region or hot spot to demonstrate pattern of distortion in near and distant locations around it. Then, a cardiac NCAT phantom is constructed without ("control") and with a nearby hot spot or highly-intense object (as lung lesion close to lateral wall of LV). An in-house MLEM algorithm is implemented and utilized for reconstruction. Images are analyzed by creating error images and profile plotting.

FINDINGS

Pattern of distortion on a checkerboard image is like a two diagonal bands of the same width of the spot crossing perpendicularly. Higher relative intensity (5:1 vs. 2:1) results in more distortion both in extent and severity. Tomographic image of control NCAT phantom reveals an almost uniform intensity in lateral wall. However, as relative intensity of spot increases, distortion worsens. Circumferential curves of all walls are almost superimposed except for the wall close to object (or lateral wall of the LV).

CONCLUSION

Presence of a hot spot or object creates distortion its own periphery during MLEM reconstruction. The object-of-interest is influenced if located in that region. Degree of distortion depends on relative intensity of hot object to background. Likewise, an artifactual defect is created in LV wall in myocardial perfusion imaging.

摘要

目的

深入了解局部畸变这一陷阱的表现,评估在存在高对比度物体或热点的情况下MLEM重建的性能,并量化受累程度,特别是在心肌灌注成像中。

方法

使用MLEM重建一个棋盘格图像,分别在存在和不存在高对比度区域或热点的情况下进行,以展示其周围近处和远处位置的畸变模式。然后,构建一个心脏NCAT体模,分别构建无(“对照”)附近热点或高强度物体(如靠近左心室侧壁的肺部病变)的情况。实施并利用内部MLEM算法进行重建。通过创建误差图像和轮廓绘图来分析图像。

结果

棋盘格图像上的畸变模式类似于与该点宽度相同的两条对角带垂直交叉。较高的相对强度(5:1对比2:1)在范围和严重程度上都会导致更多的畸变。对照NCAT体模的断层图像显示侧壁强度几乎均匀。然而,随着热点相对强度的增加,畸变会恶化。除靠近物体的壁(或左心室侧壁)外,所有壁的圆周曲线几乎重叠。

结论

在MLEM重建过程中,热点或物体的存在会在其自身周围产生畸变。如果感兴趣的物体位于该区域,就会受到影响。畸变程度取决于热物体与背景的相对强度。同样,在心肌灌注成像中,左心室壁会产生人为缺陷。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/55b600bdfe9f/ACM2-26-e70140-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/47d802a68a28/ACM2-26-e70140-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/b60aabbb6b1b/ACM2-26-e70140-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/521628c06d10/ACM2-26-e70140-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/99d8d044abcd/ACM2-26-e70140-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/49ee80ecf3db/ACM2-26-e70140-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/8135770367cf/ACM2-26-e70140-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/3f26c91a22e3/ACM2-26-e70140-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/55b600bdfe9f/ACM2-26-e70140-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/47d802a68a28/ACM2-26-e70140-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/b60aabbb6b1b/ACM2-26-e70140-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/521628c06d10/ACM2-26-e70140-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/99d8d044abcd/ACM2-26-e70140-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/49ee80ecf3db/ACM2-26-e70140-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/8135770367cf/ACM2-26-e70140-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/3f26c91a22e3/ACM2-26-e70140-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a67e/12256669/55b600bdfe9f/ACM2-26-e70140-g007.jpg

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