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Comparison of image quality from filtered back projection statistical iterative reconstruction and model-based iterative reconstruction algorithms in abdominal computed tomography

机译:腹部计算机断层摄影中过滤后背投影统计迭代重建和基于模型的迭代重建算法的图像质量比较

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摘要

The purpose of this study was to compare the image noise-reducing abilities of iterative model reconstruction (IMR) with those of traditional filtered back projection (FBP) and statistical iterative reconstruction (IR) in abdominal computed tomography (CT) imagesThis institutional review board-approved retrospective study enrolled 103 patients; informed consent was waived. Urinary bladder (n = 83) and renal cysts (n = 44) were used as targets for evaluating imaging quality. Raw data were retrospectively reconstructed using FBP, statistical IR, and IMR. Objective image noise and signal-to-noise ratio (SNR) were calculated and analyzed using one-way analysis of variance. Subjective image quality was evaluated and analyzed using Wilcoxon signed-rank test with Bonferroni correction.Objective analysis revealed a reduction in image noise for statistical IR compared with that for FBP, with no significant differences in SNR. In the urinary bladder group, IMR achieved up to 53.7% noise reduction, demonstrating a superior performance to that of statistical IR. IMR also yielded a significantly superior SNR to that of statistical IR. Similar results were obtained in the cyst group. Subjective analysis revealed reduced image noise for IMR, without inferior margin delineation or diagnostic confidence.IMR reduced noise and increased SNR to greater degrees than did FBP and statistical IR. Applying the IMR technique to abdominal CT imaging has potential for reducing the radiation dose without sacrificing imaging quality.
机译:这项研究的目的是比较腹部计算机断层摄影(CT)图像中迭代模型重建(IMR)与传统滤波反投影(FBP)和统计迭代重建(IR)的图像降噪能力。批准的回顾性研究招募了103例患者;知情同意书被放弃。膀胱(n = 83)和肾囊肿(n = 44)被用作评估成像质量的目标。使用FBP,统计IR和IMR回顾性地重建原始数据。使用单向方差分析来计算和分析客观图像噪声和信噪比(SNR)。主观图像质量通过使用Bonferroni校正的Wilcoxon符号秩检验进行评估和分析。客观分析表明,与IR相比,统计IR的图像噪声有所降低,而SNR没有明显差异。在膀胱组,IMR的降噪率高达53.7%,表现出优于统计IR的性能。 IMR还产生了明显优于统计IR的SNR。在囊肿组中获得了相似的结果。主观分析显示,IMR的图像噪声降低了,而边缘描边描画或诊断置信度却没有降低; IMR降低了噪声,并且信噪比比FBP和统计IR更高。将IMR技术应用于腹部CT成像具有减少辐射剂量而不牺牲成像质量的潜力。

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