N Dudysheva, M Luong, A Amadon, L Morel, N Le Touz, A Vignaud, N Boulant, V Gras
{"title":"应用7 T MRI和平行传输技术进行小儿神经成像时局部SAR安全裕度的建议。","authors":"N Dudysheva, M Luong, A Amadon, L Morel, N Le Touz, A Vignaud, N Boulant, V Gras","doi":"10.1088/1361-6560/ada683","DOIUrl":null,"url":null,"abstract":"<p><p><i>Objective.</i>Ultra-high field MRI with parallel transmission (pTx) provides a powerful neuroimaging tool with potential application in pediatrics. The use of pTx, however, necessitates a dedicated local specific absorption rate (SAR) management strategy, able to predict and monitor the peak local SAR (pSAR<sub>10g</sub>). In this work, we address the pSAR<sub>10g</sub>assessment for an in-house built 7 T 16Tx32Rx pediatric head coil, using the concept of virtual observation points (VOPs) for SAR estimation.<i>Approach</i>. We base our study on full-wave electromagnetic simulations performed on a database of 64 numerical anatomical head models of children aged between 4 and 16 years. We built VOPs on different subsets of this database of<i>N</i>= 2 up to 30 models, and cross-validated the pSAR<sub>10g</sub>prediction using non-intersecting subsets, each containing 30 models. We thereby propose a minimum anatomical safety factor (ASF) to apply to the VOP set to enforce safety, despite intersubject variability. Our analysis relies on the computation of the worst case SAR to VOP-SAR ratio, independent of the pTx RF excitation.<i>Main results.</i>The interpolation model provides that the minimum ASF decreases as1+5.37⋅N-0.75with<i>N</i>. Using all 64 models to build VOPs leads to an estimated ASF of 1.24 when considering the VOP validity for an infinite number of subjects.<i>Significance.</i>We propose a general simulation workflow to guide ASF estimation and quantify the trade-off between the number of numerical models available for VOP construction and the safety factor. The approach would apply to any simulation dataset and any pTx setup.</p>","PeriodicalId":20185,"journal":{"name":"Physics in medicine and biology","volume":"70 3","pages":""},"PeriodicalIF":3.1000,"publicationDate":"2025-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Proposal for local SAR safety margin in pediatric neuro-imaging using 7 T MRI and parallel transmission.\",\"authors\":\"N Dudysheva, M Luong, A Amadon, L Morel, N Le Touz, A Vignaud, N Boulant, V Gras\",\"doi\":\"10.1088/1361-6560/ada683\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p><i>Objective.</i>Ultra-high field MRI with parallel transmission (pTx) provides a powerful neuroimaging tool with potential application in pediatrics. The use of pTx, however, necessitates a dedicated local specific absorption rate (SAR) management strategy, able to predict and monitor the peak local SAR (pSAR<sub>10g</sub>). In this work, we address the pSAR<sub>10g</sub>assessment for an in-house built 7 T 16Tx32Rx pediatric head coil, using the concept of virtual observation points (VOPs) for SAR estimation.<i>Approach</i>. We base our study on full-wave electromagnetic simulations performed on a database of 64 numerical anatomical head models of children aged between 4 and 16 years. We built VOPs on different subsets of this database of<i>N</i>= 2 up to 30 models, and cross-validated the pSAR<sub>10g</sub>prediction using non-intersecting subsets, each containing 30 models. We thereby propose a minimum anatomical safety factor (ASF) to apply to the VOP set to enforce safety, despite intersubject variability. Our analysis relies on the computation of the worst case SAR to VOP-SAR ratio, independent of the pTx RF excitation.<i>Main results.</i>The interpolation model provides that the minimum ASF decreases as1+5.37⋅N-0.75with<i>N</i>. Using all 64 models to build VOPs leads to an estimated ASF of 1.24 when considering the VOP validity for an infinite number of subjects.<i>Significance.</i>We propose a general simulation workflow to guide ASF estimation and quantify the trade-off between the number of numerical models available for VOP construction and the safety factor. The approach would apply to any simulation dataset and any pTx setup.</p>\",\"PeriodicalId\":20185,\"journal\":{\"name\":\"Physics in medicine and biology\",\"volume\":\"70 3\",\"pages\":\"\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-01-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Physics in medicine and biology\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1088/1361-6560/ada683\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, BIOMEDICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physics in medicine and biology","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1088/1361-6560/ada683","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, BIOMEDICAL","Score":null,"Total":0}
引用次数: 0
摘要
目标。平行传输超高场核磁共振成像(pTx)是一种强大的神经成像工具,在儿科具有潜在的应用前景。然而,pTx的使用需要一个专用的局部特定吸收率(SAR)管理策略,能够预测和监测峰值局部SAR (pSAR10g)。在这项工作中,我们使用虚拟观测点(VOPs)的概念进行SAR估计,解决了内部构建的7 T 16Tx32Rx儿科头线圈的psar10g评估。我们的研究基于对64个4至16岁儿童数值解剖头部模型的数据库进行的全波电磁模拟。我们在该数据库的n = 2到30个模型的不同子集上构建了VOPs,并使用非相交子集(每个子集包含30个模型)交叉验证了psar10g预测。因此,我们提出了一个最小解剖安全系数(ASF)来应用于VOP集,以加强安全性,尽管受试者之间存在差异。我们的分析依赖于最坏情况下SAR与VOP-SAR比值的计算,与pTx射频激励无关。主要的结果。插值模型表明,最小ASF在n内减小as1+5.37⋅n -0.75。当考虑无限数量的受试者的VOP有效性时,使用所有64个模型构建VOP导致估计的ASF为1.24。意义。我们提出了一个通用的仿真工作流程来指导ASF估计并量化可用于VOP构建的数值模型数量与安全系数之间的权衡。该方法适用于任何模拟数据集和任何pTx设置。
Proposal for local SAR safety margin in pediatric neuro-imaging using 7 T MRI and parallel transmission.
Objective.Ultra-high field MRI with parallel transmission (pTx) provides a powerful neuroimaging tool with potential application in pediatrics. The use of pTx, however, necessitates a dedicated local specific absorption rate (SAR) management strategy, able to predict and monitor the peak local SAR (pSAR10g). In this work, we address the pSAR10gassessment for an in-house built 7 T 16Tx32Rx pediatric head coil, using the concept of virtual observation points (VOPs) for SAR estimation.Approach. We base our study on full-wave electromagnetic simulations performed on a database of 64 numerical anatomical head models of children aged between 4 and 16 years. We built VOPs on different subsets of this database ofN= 2 up to 30 models, and cross-validated the pSAR10gprediction using non-intersecting subsets, each containing 30 models. We thereby propose a minimum anatomical safety factor (ASF) to apply to the VOP set to enforce safety, despite intersubject variability. Our analysis relies on the computation of the worst case SAR to VOP-SAR ratio, independent of the pTx RF excitation.Main results.The interpolation model provides that the minimum ASF decreases as1+5.37⋅N-0.75withN. Using all 64 models to build VOPs leads to an estimated ASF of 1.24 when considering the VOP validity for an infinite number of subjects.Significance.We propose a general simulation workflow to guide ASF estimation and quantify the trade-off between the number of numerical models available for VOP construction and the safety factor. The approach would apply to any simulation dataset and any pTx setup.
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