有限角度多针孔SPECT相机的方向分辨率

Sarah G Cuddy-Walsh, R. Clackdoyle, R. Wells
{"title":"有限角度多针孔SPECT相机的方向分辨率","authors":"Sarah G Cuddy-Walsh, R. Clackdoyle, R. Wells","doi":"10.1109/NSSMIC.2014.7430996","DOIUrl":null,"url":null,"abstract":"Small animal and clinical SPECT cameras based on multi-pinhole detector arrangements typically boast spatial resolutions of 1-2mm and 4mm respectively. However, directional variability of the local imaging capability within the field-of-view (FOV) can impact our ability to detect abnormalities. We aimed to demonstrate the dependence of resolution on object position and orientation within the FOV in a multi-pinhole configuration using a resolution model validated by maximum likelihood expectation maximization (MLEM) reconstructions. The local directional resolution model was based on the smallest angle of view to all pinholes with respect to the normal to the resolution direction. The test configuration was two arcs of 16 pinholes covering 150° in 10° intervals connected by 2 pinholes at each end totaling 36 pinholes. Pinholes were 45mm from the Z-axis, the focal length was 132mm, and detectors were 215mm×215mm leading to a ~28.5mm radius FOV. For validation, a simulated phantom of 3-disks (radius of 5.75mm, 0.75mm thick, and 1.5mm center-to-center spacing) was shifted to different positions in both the X- and Y-directions where differences in resolution were predicted by the theory. At each position the disks were oriented to align their normals with the X and Y-axes. Simulations using idealized pinholes were performed with noise-free forward projections without attenuation and scatter effects (256×256 pixels of 0.84mm×0.84mm in size) and forty iterations of MLEM reconstructions (128-cubed with 0.375mm-cubed voxel size). As predicted by the model, disks with the normal in the Y-direction were reconstructed with nearly uniform resolution at all positions along the X-axis of the FOV. The same was true for disks with the normal in the X-direction at various Y-positions. However, at many of those locations, the resolution behaved poorly when the disk phantom was rotated 90°. Overall, the analytical model and simulations reconstructed using MLEM demonstrated a strong dependence of resolution on position and orientation of an object within the FOV. The greatest resolution losses were observed for positions outside of the hemisphere enclosed by the pinhole array.","PeriodicalId":144711,"journal":{"name":"2014 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Directional resolution of limited-angle multi-pinhole SPECT cameras\",\"authors\":\"Sarah G Cuddy-Walsh, R. Clackdoyle, R. Wells\",\"doi\":\"10.1109/NSSMIC.2014.7430996\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Small animal and clinical SPECT cameras based on multi-pinhole detector arrangements typically boast spatial resolutions of 1-2mm and 4mm respectively. However, directional variability of the local imaging capability within the field-of-view (FOV) can impact our ability to detect abnormalities. We aimed to demonstrate the dependence of resolution on object position and orientation within the FOV in a multi-pinhole configuration using a resolution model validated by maximum likelihood expectation maximization (MLEM) reconstructions. The local directional resolution model was based on the smallest angle of view to all pinholes with respect to the normal to the resolution direction. The test configuration was two arcs of 16 pinholes covering 150° in 10° intervals connected by 2 pinholes at each end totaling 36 pinholes. Pinholes were 45mm from the Z-axis, the focal length was 132mm, and detectors were 215mm×215mm leading to a ~28.5mm radius FOV. For validation, a simulated phantom of 3-disks (radius of 5.75mm, 0.75mm thick, and 1.5mm center-to-center spacing) was shifted to different positions in both the X- and Y-directions where differences in resolution were predicted by the theory. At each position the disks were oriented to align their normals with the X and Y-axes. Simulations using idealized pinholes were performed with noise-free forward projections without attenuation and scatter effects (256×256 pixels of 0.84mm×0.84mm in size) and forty iterations of MLEM reconstructions (128-cubed with 0.375mm-cubed voxel size). As predicted by the model, disks with the normal in the Y-direction were reconstructed with nearly uniform resolution at all positions along the X-axis of the FOV. The same was true for disks with the normal in the X-direction at various Y-positions. However, at many of those locations, the resolution behaved poorly when the disk phantom was rotated 90°. Overall, the analytical model and simulations reconstructed using MLEM demonstrated a strong dependence of resolution on position and orientation of an object within the FOV. The greatest resolution losses were observed for positions outside of the hemisphere enclosed by the pinhole array.\",\"PeriodicalId\":144711,\"journal\":{\"name\":\"2014 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NSSMIC.2014.7430996\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NSSMIC.2014.7430996","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

基于多针孔探测器布置的小动物和临床SPECT相机通常分别具有1-2mm和4mm的空间分辨率。然而,视场(FOV)内局部成像能力的方向变化会影响我们检测异常的能力。我们的目的是通过最大似然期望最大化(MLEM)重建验证分辨率模型,证明在多针孔配置下,分辨率对视场内物体位置和方向的依赖性。局部方向分辨率模型基于所有针孔相对于分辨率方向法线的最小视角。测试配置为两个16个针孔的圆弧,以10°的间隔覆盖150°,两端由2个针孔连接,共计36个针孔。针孔距z轴45mm,焦距132mm,探测器为215mm×215mm,视场半径为~28.5mm。为了验证,在X和y方向上将一个3盘模拟体(半径为5.75mm, 0.75mm厚,中心间距为1.5mm)移动到不同的位置,理论预测了分辨率的差异。在每个位置,磁盘的方向是使它们的法线与X轴和y轴对齐。利用理想针孔进行了无衰减和散射效应的无噪声正演模拟(256×256像素尺寸为0.84mm×0.84mm)和40次MLEM重建(128立方,0.375mm立方体素尺寸)。正如模型预测的那样,沿视场x轴方向的所有位置,以几乎均匀的分辨率重建了y方向法线盘。对于在不同的y位置上的x方向的法线盘也是如此。然而,在许多这些位置,当磁盘幻影旋转90°时,分辨率表现不佳。总体而言,利用MLEM重建的解析模型和仿真结果表明,视场内物体的位置和方向对分辨率有很强的依赖性。在针孔阵列包围的半球外位置,分辨率损失最大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Directional resolution of limited-angle multi-pinhole SPECT cameras
Small animal and clinical SPECT cameras based on multi-pinhole detector arrangements typically boast spatial resolutions of 1-2mm and 4mm respectively. However, directional variability of the local imaging capability within the field-of-view (FOV) can impact our ability to detect abnormalities. We aimed to demonstrate the dependence of resolution on object position and orientation within the FOV in a multi-pinhole configuration using a resolution model validated by maximum likelihood expectation maximization (MLEM) reconstructions. The local directional resolution model was based on the smallest angle of view to all pinholes with respect to the normal to the resolution direction. The test configuration was two arcs of 16 pinholes covering 150° in 10° intervals connected by 2 pinholes at each end totaling 36 pinholes. Pinholes were 45mm from the Z-axis, the focal length was 132mm, and detectors were 215mm×215mm leading to a ~28.5mm radius FOV. For validation, a simulated phantom of 3-disks (radius of 5.75mm, 0.75mm thick, and 1.5mm center-to-center spacing) was shifted to different positions in both the X- and Y-directions where differences in resolution were predicted by the theory. At each position the disks were oriented to align their normals with the X and Y-axes. Simulations using idealized pinholes were performed with noise-free forward projections without attenuation and scatter effects (256×256 pixels of 0.84mm×0.84mm in size) and forty iterations of MLEM reconstructions (128-cubed with 0.375mm-cubed voxel size). As predicted by the model, disks with the normal in the Y-direction were reconstructed with nearly uniform resolution at all positions along the X-axis of the FOV. The same was true for disks with the normal in the X-direction at various Y-positions. However, at many of those locations, the resolution behaved poorly when the disk phantom was rotated 90°. Overall, the analytical model and simulations reconstructed using MLEM demonstrated a strong dependence of resolution on position and orientation of an object within the FOV. The greatest resolution losses were observed for positions outside of the hemisphere enclosed by the pinhole array.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信