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基于全变分正则化去卷积的PET部分容积校正
  • ISSN号:1673-4254
  • 期刊名称:《南方医科大学学报》
  • 时间:0
  • 分类:TP391.9[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术]
  • 作者机构:南方医科大学生物医学工程学院,广东广州510515
  • 相关基金:国家自然科学基金(81371544,81101046);国家科技支撑计划项目(2014BA117802);2014年度省级大学生创新创业训练计划项目(201412121067)
中文摘要:

目的:基于光子计数探测器的X线CT(PhotonCountingComputedTomography,PCCT)较传统CT成像最突出的特点是可实现多参数成像,包括基物质成像和单能量成像等。然而,当前商用光子计数探测器的计数率低、能量分辨率有限,大大限制了PCCT更为广泛的临床应用。为了更好地研究PCCT成像技术,本文系统地研究了基于光子计数探测器的X线CT蒙特卡罗仿真方法,深入探讨了K值效应及能量段宽度对成像质量的影响。方法:首先通过PENELOPE(Pene.trationandEnergyLossofPositronsandElectrons)仿真软件对PCCT成像系统进行设计,完成光子计数探测器的配置,其后基于仿真系统完成不同体模的能谱CT数据仿真。针对K值效应及能量段宽度对图像质量的影响,对相关数据进行了定量分析。结果:本研究设计的PCCT成像仿真系统能有效地实现能谱CT数据采集与成像性能分析,其中对比剂在K缘处的对比度噪声比较其在非K缘处高,并且对比剂在适当宽度的能量段里获得优质的图像。结论:本研究设计的PCCT成像仿真系统能有效地实现能谱CT数据采集与成像性能分析。

英文摘要:

Objective Compared with conventional computed tomography (CT), photon counting CT (PCCT) can achieve multi-parameter imaging, including basic material imaging and virtual monochromatic spectral CT imaging. Nowadays commercial PCCT has low count rate and limited energy resolution, significantly restricting the wider clinical application. The PCCT imaging technology is better studied in the paper by systematically introducing X-ray CT Monte Carlo simulation method based on photon counting detector, and studying in-depth the effect of K-edge effect and energy bin window width on PCCT image quality. Methods The PCCT imaging system was designed by using PENELOPE simulation software to configure the photon counting detector. Based on the simulation system, the energy spectrum CT data simulations of different phantoms were achieved. Finally, the data related to the effect of K-edge effect and energy bin window width on PCCT image quality were quantitatively analyzed. Results The designed PCCT simulation system effectively realized the energy spectrum CT data acquisition and imaging performance analysis. The contrast-noise ratio of contrast agent at K-edge was higher than that of contrast agent not at K-edge. And high-quality images were obtained when the contrast agent was in the energy bin with suitable window width. Conclusion The designed PCCT simulation system can effectively achieve the energy spectrum CT data acquisition and imaging performance analysis.

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期刊信息
  • 《南方医科大学学报》
  • 中国科技核心期刊
  • 主管单位:广东省教育厅
  • 主办单位:南方医科大学
  • 主编:陈敏生
  • 地址:广州市广州大道北1838号
  • 邮编:510515
  • 邮箱:xbbjb@fimmu.com
  • 电话:020-61648175 61647352
  • 国际标准刊号:ISSN:1673-4254
  • 国内统一刊号:ISSN:44-1627/R
  • 邮发代号:46-10
  • 获奖情况:
  • 国内外数据库收录:
  • 美国化学文摘(网络版),荷兰文摘与引文数据库,美国生物医学检索系统,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版)
  • 被引量:25001