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Ultralow-dose CT with knowledge-based iterative model reconstruction (IMR) in evaluation of pulmonary tuberculosis: comparison of radiation dose and image quality

机译:具有知识的迭代模型重建(IMR)的超低剂量CT,评估肺结核评估:辐射剂量和图像质量的比较

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摘要

Objectives To evaluate the image quality of ultralow-dose computed tomography (ULDCT) reconstructed with knowledge-based iterative model reconstruction (IMR) in patients with pulmonary tuberculosis (TB). Methods This IRB-approved prospective study enrolled 59 consecutive patients (mean age, 43.9 +/- 16.6 years; F:M 18:41) with known or suspected pulmonary TB. Patients underwent a low-dose CT (LDCT) using automatic tube current modulation followed by an ULDCT using fixed tube current. Raw image data were reconstructed with filtered-back projection (FBP), hybrid iterative reconstruction (iDose), and IMR. Objective measurements including CT attenuation, image noise, and contrast-to-noise ratio (CNR) were assessed and compared using repeated-measures analysis of variance. Overall image quality and visualization of normal and pathological findings were subjectively scored on a five-point scale. Radiation output and subjective scores were compared by the paired Student t test and Wilcoxon signed-rank test, respectively. Results Compared with FBP and iDose, IMR yielded significantly lower noise and higher CNR values at both dose levels (p < 0.01). Subjective ratings for pathological findings including centrilobular nodules, consolidation, tree-in-bud, and cavity were significantly better with ULDCT IMR images than those with LDCT iDose images (p < 0.01), but blurred edges were observed. With IMR implementation, a 59% reduction of the mean effective dose was achieved with ULDCT (0.28 +/- 0.02 mSv) compared with LDCT (0.69 +/- 0.15 mSv) without impairing image quality (p < 0.001). Conclusions IMR offers considerable noise reduction and improvement in image quality for patients with pulmonary TB undergoing chest ULDCT at an effective dose of 0.28 mSv.
机译:在肺结核患者(TB)患者中,评估超级剂量计算断层扫描(ULDCT)重建的超级剂量计算断层扫描(ULDCT)的图像质量。方法采用IRB批准的前瞻性研究载有59名连续患者(平均年龄,43.9 +/- 16.6岁; F:M 18:41),具有已知的或疑似肺结核。使用固定管电流的自动管电流调制接后,患者经历了低剂量CT(LDCT)。使用过滤后投影(FBP),混合迭代重建(IDOSE)和IMR重建原始图像数据。评估包括CT衰减,图像噪声和对比度噪声比(CNR)的目的测量,并使用反复测量的方差分析进行比较。正常和病理结果的整体图像质量和可视化是在五点比例上获得的。通过配对的学生T测试和Wilcoxon签名 - 秩检验比较辐射输出和主观评分。结果与FBP和IDOSE相比,IMR在两种剂量水平下产生显着降低的噪声和更高的CNR值(P <0.01)。与LDCT IDOSE图像的ULDCT IMR图像显着更好地显着更好地获得病理学发现,包括内在细胞结节,固结,树状芽和腔的病理调查结果显着更好(P <0.01),但观察到模糊的边缘。通过IMR实现,与LDCT(0.69 +/- 0.15msV)相比,使用ULDCT(0.28 +/- 0.02msV)实现平均有效剂量的59%,而不损害图像质量(P <0.001)。结论IMR在有效剂量为0.28msV的患者中为胸膜结核病患者提供相当大的降噪和改善图像质量。

著录项

  • 来源
    《European radiology》 |2019年第10期|共9页
  • 作者单位

    Southern Med Univ Nanfang Hosp Dept Med Imaging Ctr 1838 Guangzhou Ave North Guangzhou 510515;

    Southern Med Univ Nanfang Hosp Dept Med Imaging Ctr 1838 Guangzhou Ave North Guangzhou 510515;

    Southern Med Univ Nanfang Hosp Dept Hematol 1838 Guangzhou Ave North Guangzhou 510515;

    Southern Med Univ Nanfang Hosp Dept Med Imaging Ctr 1838 Guangzhou Ave North Guangzhou 510515;

    Southern Med Univ Nanfang Hosp Dept Med Imaging Ctr 1838 Guangzhou Ave North Guangzhou 510515;

    Southern Med Univ Nanfang Hosp Dept Med Imaging Ctr 1838 Guangzhou Ave North Guangzhou 510515;

    Southern Med Univ Nanfang Hosp Dept Med Imaging Ctr 1838 Guangzhou Ave North Guangzhou 510515;

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

    Tomography; X-ray computed; Infection; Thorax; Pulmonary tuberculosis; Radiation dosage;

    机译:断层扫描;X射线计算;感染;胸部;肺结核;辐射剂量;

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