{"title":"量子纠缠过滤:通过蒙特卡罗模拟对双正电子和伽马射线发射成像的 PET 可行性研究","authors":"Gregory Romanchek;Greyson Shoop;Kimia Gholami;Emily Enlow;Shiva Abbaszadeh","doi":"10.1109/TRPMS.2024.3388872","DOIUrl":null,"url":null,"abstract":"In this article, we investigate quantum entanglement (QE) filtering to address the challenges in multi-isotope positron emission tomography (PET) or in PET studies utilizing radiotracers with dual-positron and prompt gamma emissions. Via GATE simulation, we demonstrate the efficacy of QE filtering using a one-of-a-kind cadmium–zinc–telluride (CZT) PET system—establishing its viability as a multimodal scanner and ability to perform QE filtering. We show the high Compton scattering probability in this CZT-based scanner with 44.2% of gammas undergoing a single scatter prior to absorption. Additionally, the overall system sensitivity as a standard PET scanner (11.29%), QE-PET scanner (6.81%), and Compton camera (10.05%) is quantified. Further, we find a 23% decrease in the double Compton scatter (DCSc) frequency needed for QE filtering for each mm decrease in crystal resolution and an increase in mean absolute error (MAE) of their \n<inline-formula> <tex-math>$\\Delta \\phi $ </tex-math></inline-formula>\ns from 6.8° for 1 mm resolution to 9.5°, 12.2°, and 15.3° for 2, 4, and 8 mm resolution, respectively. These results reinforce the potential of CZT detectors to lead next-generation PET systems by fully leveraging QE information of positron annihilation photons.","PeriodicalId":46807,"journal":{"name":"IEEE Transactions on Radiation and Plasma Medical Sciences","volume":"8 8","pages":"916-925"},"PeriodicalIF":4.6000,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10499999","citationCount":"0","resultStr":"{\"title\":\"Quantum Entanglement Filtering: A PET Feasibility Study in Imaging Dual-Positron and Prompt Gamma Emission via Monte Carlo Simulation\",\"authors\":\"Gregory Romanchek;Greyson Shoop;Kimia Gholami;Emily Enlow;Shiva Abbaszadeh\",\"doi\":\"10.1109/TRPMS.2024.3388872\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this article, we investigate quantum entanglement (QE) filtering to address the challenges in multi-isotope positron emission tomography (PET) or in PET studies utilizing radiotracers with dual-positron and prompt gamma emissions. Via GATE simulation, we demonstrate the efficacy of QE filtering using a one-of-a-kind cadmium–zinc–telluride (CZT) PET system—establishing its viability as a multimodal scanner and ability to perform QE filtering. We show the high Compton scattering probability in this CZT-based scanner with 44.2% of gammas undergoing a single scatter prior to absorption. Additionally, the overall system sensitivity as a standard PET scanner (11.29%), QE-PET scanner (6.81%), and Compton camera (10.05%) is quantified. Further, we find a 23% decrease in the double Compton scatter (DCSc) frequency needed for QE filtering for each mm decrease in crystal resolution and an increase in mean absolute error (MAE) of their \\n<inline-formula> <tex-math>$\\\\Delta \\\\phi $ </tex-math></inline-formula>\\ns from 6.8° for 1 mm resolution to 9.5°, 12.2°, and 15.3° for 2, 4, and 8 mm resolution, respectively. These results reinforce the potential of CZT detectors to lead next-generation PET systems by fully leveraging QE information of positron annihilation photons.\",\"PeriodicalId\":46807,\"journal\":{\"name\":\"IEEE Transactions on Radiation and Plasma Medical Sciences\",\"volume\":\"8 8\",\"pages\":\"916-925\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2024-04-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10499999\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Radiation and Plasma Medical Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10499999/\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Radiation and Plasma Medical Sciences","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10499999/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
摘要
在这篇文章中,我们研究了量子纠缠(QE)滤波,以解决多同位素正电子发射断层扫描(PET)或利用具有双正电子和瞬时伽马射线发射的放射性同位素进行 PET 研究时所面临的挑战。通过 GATE 仿真,我们利用独一无二的碲锌镉(CZT)正电子发射计算机断层成像系统展示了 QE 滤波的功效,证明了该系统作为多模态扫描仪的可行性以及执行 QE 滤波的能力。我们展示了这种基于 CZT 的扫描仪的高康普顿散射概率,44.2% 的伽马在吸收前发生一次散射。此外,我们还量化了标准 PET 扫描仪(11.29%)、QE-PET 扫描仪(6.81%)和康普顿相机(10.05%)的整体系统灵敏度。此外,我们还发现晶体分辨率每降低一毫米,QE 滤波所需的双康普顿散射 (DCSc) 频率就会降低 23%,其 $\Delta \phi $ s 的平均绝对误差 (MAE) 也会从 1 毫米分辨率的 6.8° 分别增加到 2、4 和 8 毫米分辨率的 9.5°、12.2° 和 15.3°。这些结果加强了 CZT 探测器通过充分利用正电子湮灭光子的 QE 信息引领下一代 PET 系统的潜力。
Quantum Entanglement Filtering: A PET Feasibility Study in Imaging Dual-Positron and Prompt Gamma Emission via Monte Carlo Simulation
In this article, we investigate quantum entanglement (QE) filtering to address the challenges in multi-isotope positron emission tomography (PET) or in PET studies utilizing radiotracers with dual-positron and prompt gamma emissions. Via GATE simulation, we demonstrate the efficacy of QE filtering using a one-of-a-kind cadmium–zinc–telluride (CZT) PET system—establishing its viability as a multimodal scanner and ability to perform QE filtering. We show the high Compton scattering probability in this CZT-based scanner with 44.2% of gammas undergoing a single scatter prior to absorption. Additionally, the overall system sensitivity as a standard PET scanner (11.29%), QE-PET scanner (6.81%), and Compton camera (10.05%) is quantified. Further, we find a 23% decrease in the double Compton scatter (DCSc) frequency needed for QE filtering for each mm decrease in crystal resolution and an increase in mean absolute error (MAE) of their
$\Delta \phi $
s from 6.8° for 1 mm resolution to 9.5°, 12.2°, and 15.3° for 2, 4, and 8 mm resolution, respectively. These results reinforce the potential of CZT detectors to lead next-generation PET systems by fully leveraging QE information of positron annihilation photons.