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Coronary CT Angiography-derived Fractional Flow Reserve: Machine Learning Algorithm versus Computational Fluid Dynamics Modeling

机译:冠状动脉CT血管造影衍生的分数流量储备:机器学习算法与计算流体动力学建模

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摘要

Purpose: To compare two technical approaches for determination of coronary computed tomography (CT) angiography-derived fractional flow reserve (FFR)-FFR derived from coronary CT angiography based on computational fluid dynamics (hereafter, FFRCFD) and FFR derived from coronary CT angiography based on machine learning algorithm (hereafter, FFRML)-against coronary CT angiography and quantitative coronary angiography (QCA).
机译:目的:比较两种冠状动脉计算机断层扫描(CT)血管造影术(CT)血管造影的分数流量储备(FFR)-FFR基于计算流体动力学(以下,FFRCFD)和FFR基于冠状动脉CT血管造影的FFR来源 关于机器学习算法(以下,FFRML) - 占冠状动脉造影和定量冠状动脉造影(QCA)。

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  • 来源
    《Radiology》 |2018年第1期|共9页
  • 作者单位

    Med Univ South Carolina Dept Radiol &

    Radiol Sci Div Cardiovasc Imaging Ashley River Tower 25;

    Med Univ South Carolina Dept Radiol &

    Radiol Sci Div Cardiovasc Imaging Ashley River Tower 25;

    Med Univ South Carolina Dept Radiol &

    Radiol Sci Div Cardiovasc Imaging Ashley River Tower 25;

    Med Univ South Carolina Dept Radiol &

    Radiol Sci Div Cardiovasc Imaging Ashley River Tower 25;

    Med Univ South Carolina Dept Radiol &

    Radiol Sci Div Cardiovasc Imaging Ashley River Tower 25;

    Med Univ South Carolina Dept Radiol &

    Radiol Sci Div Cardiovasc Imaging Ashley River Tower 25;

    Med Univ South Carolina Dept Radiol &

    Radiol Sci Div Cardiovasc Imaging Ashley River Tower 25;

    Med Univ South Carolina Dept Med Div Cardiol Ashley River Tower 25 Courtenay Dr Charleston SC;

    Siemens Healthcare GmbH Dept Computed Tomog Res &

    Dev Forchheim Germany;

    Siemens Healthcare GmbH Dept Computed Tomog Res &

    Dev Forchheim Germany;

    Siemens Healthcare GmbH Dept Computed Tomog Res &

    Dev Forchheim Germany;

    Siemens Healthcare GmbH Dept Computed Tomog Res &

    Dev Forchheim Germany;

    Siemens SRL Dept Corp Technol Brasov Romania;

    Siemens Healthcare Dept Med Imaging Technol Princeton NJ USA;

    Siemens Healthcare Dept Med Imaging Technol Princeton NJ USA;

    Med Univ South Carolina Dept Radiol &

    Radiol Sci Div Cardiovasc Imaging Ashley River Tower 25;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 放射医学;
  • 关键词

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