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基于知识的迭代模型重建(IMR)与混合迭代重建(iDose)技术在肝细胞癌 CT 评估中的比较。

Comparison of Knowledge-based Iterative Model Reconstruction (IMR) with Hybrid Iterative Reconstruction (iDose) Techniques for Evaluation of Hepatocellular Carcinomas Using Computed Tomography.

机构信息

Department of Radiology, Amrita Institute of Medical Sciences, Amrita Vishwa Vidyapeetham, Cochin, Kerala, India.

Department of Radiology, Amrita Institute of Medical Sciences, Amrita Vishwa Vidyapeetham, Cochin, Kerala, India.

出版信息

Acad Radiol. 2021 Nov;28 Suppl 1:S29-S36. doi: 10.1016/j.acra.2020.08.005. Epub 2020 Sep 16.

Abstract

RATIONALE AND OBJECTIVES

To compare tumor conspicuity of small hepatocellular carcinomas (HCCs) and image quality on knowledge-based iterative model reconstruction low-dose computed tomography (IMR-LDCT) with hybrid iterative reconstruction standard-dose CT (iDose-SDCT).

METHODS

Thirty-two patients (mean age 61.9 ± 9.7 years; male:female 27:5; mean body mass index 25.6 ± 3.8 kg/m) with cirrhosis and 40 HCCs in IMR-LDCT group and 33 patients (mean age 60.1 ± 7.4 years; male:female 28:5; body mass index 26.7 ± 3.2 kg/m) with cirrhosis and 40 HCCs in iDose-SDCT group were included in this retrospective study. Objective analysis of reconstructed iDose and IMR images was done for contrast-to-noise ratio of HCCs (CNR), image noise, signal-to-noise ratio of portal vein (SNR) and inferior vena cava (SNR). Subjective analysis of tumor conspicuity and image quality was done by two independent reviewers in a blinded manner. Mean volume CT dose index, dose length product, and effective dose for both groups were compared.

RESULTS

The CNR was significantly higher in IMR-LDCT compared to iDose-SDCT in both arterial phase (AP), p < 0.0001, and delayed phase (DP), p < 0.0001. Image noise was significantly lower in IMR-LDCT compared to iDose-SDCT in AP, portal venous phase, and DP with p < 0.0001. IMR-LDCT showed significantly higher SNR (p < 0.0001) and SNR (p < 0.0001) compared to iDose-SDCT. On subjective analysis, IMR-LDCT images showed better image quality in AP, portal venous phase, and DP and better tumor conspicuity in AP and DP. IMR-LDCT (21.4 ± 4.6 mSv) achieved 36.9% reduction in the effective dose compared to iDose-SDCT (33.9 ± 6.2 mSv).

CONCLUSION

IMR algorithm provides better image quality and tumor conspicuity with considerable decrease in image noise compared to iDose reconstruction technique even on LDCT.

摘要

背景与目的

比较基于知识的迭代模型重建低剂量 CT(IMR-LDCT)与混合迭代重建标准剂量 CT(iDose-SDCT)的小肝细胞癌(HCC)肿瘤显影和图像质量。

方法

在 IMR-LDCT 组中,纳入 32 例(平均年龄 61.9±9.7 岁;男:女 27:5;平均 BMI 25.6±3.8kg/m)肝硬化伴 40 个 HCC 患者和 40 个 HCC 患者,33 例(平均年龄 60.1±7.4 岁;男:女 28:5;BMI 26.7±3.2kg/m)肝硬化伴 40 个 HCC 患者;iDose-SDCT 组 33 例。对 iDose 和 IMR 图像进行客观分析,以获得 HCC 的对比噪声比(CNR)、图像噪声、门静脉(SNR)和下腔静脉(SNR)的信噪比。两名独立的盲法审阅者对肿瘤显影和图像质量进行主观分析。比较两组的平均容积 CT 剂量指数、剂量长度乘积和有效剂量。

结果

在动脉期(AP)和延迟期(DP),IMR-LDCT 的 CNR 均显著高于 iDose-SDCT(均 P<0.0001)。AP、门静脉期和 DP 时,IMR-LDCT 的图像噪声显著低于 iDose-SDCT(均 P<0.0001)。与 iDose-SDCT 相比,IMR-LDCT 的 SNR(均 P<0.0001)和 SNR(均 P<0.0001)更高。在主观分析中,IMR-LDCT 在 AP、门静脉期和 DP 时图像质量更好,在 AP 和 DP 时肿瘤显影更好。与 iDose-SDCT 相比,IMR-LDCT 的有效剂量降低了 36.9%(21.4±4.6mSv)。

结论

与 iDose 重建技术相比,即使在 LDCT 上,IMR 算法也能提供更好的图像质量和肿瘤显影,同时显著降低图像噪声。

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