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Application of dual-energy computed tomography to the evaluation of coronary atherosclerotic plaque.

机译:双能计算机断层扫描在评估冠状动脉粥样硬化斑块中的应用。

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摘要

Atherosclerotic coronary artery disease is responsible for around 50% of cardiovascular deaths in USA. Early detection and characterization of coronary artery atherosclerotic plaque could help prevent cardiac events.;Computed tomography (CT) is an excellent modality for imaging calcifications and has higher spatial resolution than other common non-invasive modalities (e.g MRI), making it more suitable for coronary plaque detection. However, attenuation-based classification of non-calcified plaques as fibrous or lipid is difficult with conventional CT, which relies on a single x-ray energy. Dual-energy CT (DECT) may provide additional attenuation data for the identification and discrimination of plaque components. The purpose of this research was to evaluate the feasibility of DECT imaging for coronary plaque characterization and further, to explore the limits of CT for non-invasive plaque analysis.;DECT techniques were applied to plaque classification using a clinical CT system. Saline perfused coronary arteries from autopsies were scanned at 80 and 140 kVp, prior to and during injection of iodinated contrast. Plaque attenuation was measured from CT images and matched to histology. Measurements were compared to assess differences among plaque types. Although calcified and non-calcified plaques could be identified and differentiated with DECT, further characterization of non-calcified plaques was not possible. The results also demonstrated that calcified plaque and iodine could be discriminated.;The limits of x-ray based non-calcified plaque discrimination were assessed using microCT, a pre-clinical x-ray based high spatial resolution modality. Phantoms and tissues of different composition were scanned using different tube voltages (i.e., different energies) and resulting attenuation values were compared. Better vessel wall visualization and increase in tissue contrast resolution was observed with decrease in x-ray energy.;Feasibility of calcium quantification from contrast-enhanced scans by creating "virtual" non-contrast images was demonstrated. Calcium was quantified from and compared between VNC and "true" non-contrast images (120 kVp). Calcium volumes between the two were not significantly different.;DECT has potential to quantify calcium from contrast-enhanced images but is still limited in its ability to discriminate non-calcified plaques. Better spectral separation and improved resolution in clinical CT systems may allow plaque discrimination.
机译:在美国,动脉粥样硬化性冠状动脉疾病约占心血管死亡的50%。早期发现和表征冠状动脉粥样硬化斑块有助于预防心脏事件。计算机断层扫描(CT)是钙化成像的绝佳方式,并且比其他常见的非侵入性检查方式(例如MRI)具有更高的空间分辨率,使其更适合于冠状动脉斑块检测。但是,传统的CT依靠单一的X射线能量很难对非钙化斑块进行衰减分类,将其分类为纤维还是脂质。双能CT(DECT)可以提供额外的衰减数据,以识别和区分牙菌斑成分。这项研究的目的是评估DECT成像在冠状动脉斑块表征中的可行性,并进一步探索CT在非侵入性斑块分析中的局限性。DECT技术应用于临床CT系统对斑块的分类。在注射碘化造影剂之前和期间,以80 kVp和140 kVp扫描来自尸检的盐水灌注冠状动脉。从CT图像测量斑块衰减并与组织学匹配。比较测量值以评估斑块类型之间的差异。尽管可以通过DECT识别并区分钙化斑块和非钙化斑块,但无法进一步表征非钙化斑块。结果还证明可以区分钙化斑块和碘。;使用基于临床前X射线的高空间分辨率模式microCT评估基于X射线的非钙化斑块的鉴别范围。使用不同的管电压(即不同的能量)扫描具有不同成分的幻影和组织,并比较所得的衰减值。随着X射线能量的减少,观察到了更好的血管壁可视化和组织对比分辨率的提高。;通过创建“虚拟”非对比图像,从对比增强扫描中定量钙的可行性得到了证明。从VNC和“真实”非对比图像(120 kVp)中定量钙并进行比较。两者之间的钙体积没有显着差异。DECT有潜力从增强对比的图像中定量钙,但在区分非钙化斑块的能力方面仍然有限。临床CT系统中更好的光谱分离和更高的分辨率可以区分斑块。

著录项

  • 作者

    Barreto, Mitya Maria.;

  • 作者单位

    Cleveland State University.;

  • 授予单位 Cleveland State University.;
  • 学科 Engineering Biomedical.
  • 学位 D.Eng.
  • 年度 2010
  • 页码 200 p.
  • 总页数 200
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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