Analytical positron range model for PET with cross-code Monte Carlo benchmarking.

IF 3.4 3区 医学 Q2 ENGINEERING, BIOMEDICAL
Robert J Paneque-Yunta, Nerea Encina-Baranda, Lukas M Carter, Pablo Galve, Paula Ibáñez, Khaled M Abushab, José M Udías, Joaquín L Herraiz
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Abstract

Introduction.The positron range (PR) effect is a significant factor limiting spatial resolution in positron emission tomography (PET), particularly for high-resolution systems and non-standard isotopes.Objective.This study introduces a novel analytical model to accurately and rapidly describe PR distributions (PRd) for various PET radioisotopes to better include its effect in PET reconstruction algorithms.Approach.The proposed model explicitly incorporates the Coulomb repulsion effect, the multi-branch nature of certainβ+emitters, and the scaling of PR with electronic density. To minimise bias, we used a histogram-free statistical method to derive the cumulative PRd from Monte Carlo (MC) simulated annihilation datasets, avoiding arbitrary histogram binning. A comparative analysis of PR estimates was conducted across three major MC radiation transport algorithm packages: PENELOPE (via PenEasy/PeneloPET), GEANT4 (via GATE), and EGS5 (via PHITS), revealing notable discrepancies between codes, versions, and input configurations, especially at short distances from the source.Main results.The new analytical model demonstrated an excellent reproduction of the simulated data for isotopes including11C,13N,15O,18F,64Cu,68Ga,82Rband124I, achieving in general coefficients of determination (R2) greater than 0.995 and mean absolute percentage errors≲20%. Compared to previous methods, our model provides a more accurate description of PRd at low distances and offers improvedR2values.Significance.This work provides a robust framework for generating accurate annihilation point spread function kernels, facilitating improved PR correction in quantitative Nuclear Medical Imaging and supporting research with diverse radioisotopes.

解析正电子范围模型的PET与交叉代码蒙特卡罗基准。
简介:正电子距离(PR)效应是限制正电子发射断层扫描(PET)空间分辨率的一个重要因素,特别是对于高分辨率系统和非标准同位素。目的:建立一种准确、快速地描述各种PET放射性同位素正电子距离分布(PRd)的分析模型。方法:提出的模型明确地考虑了库仑排斥效应、某些β+发射体的多分支性质以及PR随电子密度的标度。为了最小化偏差,我们使用无直方图的统计方法从蒙特卡罗(MC)模拟湮灭数据集推导累积PRd,避免任意直方图合并。在三个主要的MC辐射传输算法包中进行了PR估计的比较分析:PENELOPE(通过PenEasy/PeneloPET), GEANT4(通过GATE)和EGS5(通过PHITS),揭示了代码,版本和输入配置之间的显着差异,特别是在距离源较近的地方。主要结果:该分析模型对C-11、N-13、O-15、F-18、Cu-64、Ga-68、Rb-82、I-124等同位素的模拟数据具有较好的再现性,总体确定系数(R2)大于0.995,平均绝对百分比误差(MAPE) < 20%。与以前的方法相比,我们的模型可以更准确地描述近距离和长距离的珠江三角洲,并提供改进的r2值。意义:这项工作为生成精确的湮灭点扩散函数(aPSF)核提供了一个强大的框架,促进了定量核医学成像中PR校正的改进,并支持了不同放射性同位素的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Physics in medicine and biology
Physics in medicine and biology 医学-工程:生物医学
CiteScore
6.50
自引率
14.30%
发文量
409
审稿时长
2 months
期刊介绍: The development and application of theoretical, computational and experimental physics to medicine, physiology and biology. Topics covered are: therapy physics (including ionizing and non-ionizing radiation); biomedical imaging (e.g. x-ray, magnetic resonance, ultrasound, optical and nuclear imaging); image-guided interventions; image reconstruction and analysis (including kinetic modelling); artificial intelligence in biomedical physics and analysis; nanoparticles in imaging and therapy; radiobiology; radiation protection and patient dose monitoring; radiation dosimetry
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