New optical Monte Carlo simulation tools for nuclear medicine
New optical Monte Carlo simulation tools for nuclear medicine
批准号:
10307574
负责人:
Emilie Roncali
金额:
$30.96万
依托单位国家:
美国
项目类别:
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-03-01 至 2024-08-31
关键词:
3-DimensionalAccelerationAddressAlgorithmsBindingBromidesCardiovascular DiseasesChargeClinicalCollaborationsCollectionCommunitiesComplexComputer softwareCustomDatabasesDetectionDiagnosticDiagnostic ImagingDiscipline of Nuclear MedicineDistributional ActivityEducationFeedbackFutureFuture GenerationsGamma CamerasGenerationsGoalsGrantHybridsImageIndividualInternationalLightMalignant NeoplasmsMeasurementMeasuresMethodsModalityModelingMonte Carlo MethodNatureNeurodegenerative DisordersOpticsOutcomePaperPatientsPhotonsPhysicsPhysiologic pulsePositronPositron-Emission TomographyProcessRadiation therapyResearchResearch PersonnelResolutionScanningSemiconductorsSeminalStructureSurfaceThalliumTherapeuticTimeTranslatingUncertaintyUnited States National Institutes of HealthWorkadvanced simulationcomputerized toolscontrast imagingcost effectivedesigndetectordiagnostic toolempowermentexperimental studyhigh energy physicsimprovedinstrumentationinterestmembernext generationnovelnuclear imagingopen sourceprototyperadiation detectorreconstructionsignal processingsimulationsingle photon emission computed tomographytime usetool
中文摘要
项目总结/摘要
时间分辨率是当前和未来辐射探测器的最重要特征之一,
诊断和治疗成像。在正电子发射断层扫描(PET)中,
质量通过飞行时间(TOF),分辨率为350-500 ps,允许正电子定位
湮灭-直接测量患者体内的放射性分布,不确定度为5-7.5 cm。
可以获得图像对比度的进一步改善,最终目标是直接重建图像。
正电子湮没通过一个雄心勃勃的目标,10 ps的时间分辨率。改善检测器定时
这需要光的传输被彻底优化,而这只能通过精确的蒙特卡罗方法来实现。
仿真这一提议将为核医学探测器开发精确的光学模拟工具
并将其应用于TOF PET快速探测器的设计。
开源软件GATE和Geant 4构成了核成像的主要仿真平台
和心理治疗它包括了光在反射器中的传输,但是用来描述光反射的模型
在闪烁体表面上是高度不准确的。我们已经开发并集成到GATE一个新的光学
模型,“LUT戴维斯模型”,解决了这一限制。这项工作得到了NIH R 03基金的支持,
证明了精确闪烁体光学建模的可行性,并开辟了使用
用于检测器定时研究的模拟。特别令人感兴趣的是正在研究的切伦科夫光子
以将定时分辨率提高到低至10 ps,这将需要更先进的仿真工具。
我们将首先开发和免费分发计算工具,以生成定制的光学表面LUT
这一目标预计将对核成像界产生强烈影响,因为新的探测器是
是为未来几代扫描仪设计的其次,我们将专门开发光学模型,
光子计时研究,目标是建立探测器计时的综合模拟框架
优化.第三,我们将应用我们先进的蒙特卡罗模拟工具来优化切伦科夫的使用
用于具有成本效益的BGO TOF PET探测器,并开发第一个半导体TOF PET
检测器通过这些时间研究,我们将解决PET中最重要的挑战之一
研究,这有可能改变PET仪器。
英文摘要
Project Summary/ Abstract
Timing resolution is one of the most important features of current and future radiation detectors for
diagnostic and therapeutic imaging. In positron emission tomography (PET), it has drastically improved image
quality through time-of-flight (TOF) with a resolution of 350-500 ps that allows for the localization of positron
annihilations– a direct measure of the activity distribution in the patient, with an uncertainty of 5-7.5 cm.
Further improvement in image contrast could be obtained, with the ultimate goal of directly reconstructing the
positron annihilation through an ambitious target of 10 ps timing resolution. Improving the detector timing
requires the light transport to be thoroughly optimized, which can only be done through accurate Monte Carlo
simulation. This proposal will develop accurate optical simulation tools for nuclear medicine detectors
and will apply them to the design of fast detectors for TOF PET.
The opensource software GATE and Geant4 constitute the main simulation platform in nuclear imaging
and therapy. It includes optical transport in scintillators, but the models used to describe the light reflecting
on the scintillator surfaces are highly inaccurate. We have developed and integrated into GATE a new optical
model, the “LUT Davis model” that addresses this limitation. This work, supported by an NIH R03 grant,
demonstrated the feasibility of accurate scintillator optical modeling and opened the possibilities of using
simulations for detector timing studies. Of particular interest are Cerenkov photons that are being investigated
to improve timing resolution as low as 10 ps, which will require more advanced simulation tools.
We will first develop and freely distribute computational tools to generate custom optical surface LUTs
This aim is expected to have a strong impact on the nuclear imaging community where new detectors are
being designed for future generations of scanners. Second, we will specifically develop optical models for
photon timing studies, with the goal of establishing a comprehensive simulation framework for detector timing
optimization. Third, we will apply our advanced Monte Carlo simulation tools to optimize the use of Cerenkov
photons for a cost-effective BGO TOF PET detector and to develop the first semiconductor TOF PET
detector. With these timing studies, we will tackle one of the most important challenges in PET
research, which has the potential to transform PET instrumentation.
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会议论文
AI-accelerated optical simulation for fast timing nuclear imaging
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批准号:10744626
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项目类别:
-
资助金额:$60.5万
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财政年份:2023
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负责人:Emilie Roncali
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依托单位:
Improved optical Monte Carlo simulation through standardization, robustness, and training
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批准号:10584410
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项目类别:
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资助金额:$23.94万
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财政年份:2022
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负责人:Emilie Roncali
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依托单位:
Personalized dosimetry for liver cancer radioembolization using fluid dynamics simulation
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批准号:9899967
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项目类别:
-
资助金额:$16.71万
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财政年份:2019
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负责人:Emilie Roncali
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依托单位:
New optical Monte Carlo simulation tools for nuclear medicine
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批准号:10058840
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项目类别:
-
资助金额:$30.38万
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财政年份:2019
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负责人:Emilie Roncali
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依托单位:
海外基金