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基于 Nakagami 统计参数的微波消融超声监测成像研究

[An study of ultrasonic monitoring imaging of microwave ablation based on Nakagami statistic parameter].

作者信息

Wu Shan, Shang Shaoqiang, Wang Xuewei, Wan Mingxi, Zhang Siyuan

机构信息

Department of Biomedical Engineering, The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P.R. China.

Department of Biomedical Engineering, The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, P.R.

出版信息

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2019 Jun 25;36(3):371-378. doi: 10.7507/1001-5515.201810031.

Abstract

This paper explored the feasibility of using ultrasonic Nakagami statistic parameter imaging to evaluate the thermal lesion induced by microwave ablation (MWA) in porcine models. In this paper, thermal lesions were induced in livers and kidneys in 5 swines using a clinical MWA system. During this treatment progress, ultrasonic radiofrequency (RF) data were collected. The dynamic changes of Nakagami parameter in the thermal lesion were calculated, and the ultrasonic B-mode images and Nakagami images were reconstructed simultaneously. The contrast-to-noise ratio (CNR) between the thermal lesion and the surrounding normal tissue was calculated over the MWA procedure. After MWA, a bright hyperechoic region appeared in the ultrasonic Nakagami image as an indicator of the thermal lesion and this bright spot enlarged with lesion development during MWA exposure. The mean value of Nakagami parameter in the liver and kidney increased from 0.78 and 0.79 before treatment to 0.91 and 0.92 after treatment, respectively. During MWA exposure, the mean values of CNR calculated from the Nakagami parameter increased from 0.49 to 1.13 in the porcine liver and increased from 0.51 to 0.85 in the kidney, which were both higher than those calculated from the B-mode images. This study on porcine models suggested that the ultrasonic Nakagami imaging may provide an alternative modality for monitoring MWA treatment.

摘要

本文探讨了利用超声中谷统计参数成像评估猪模型中微波消融(MWA)所致热损伤的可行性。本文使用临床MWA系统在5头猪的肝脏和肾脏中诱导产生热损伤。在该治疗过程中,收集超声射频(RF)数据。计算热损伤中中谷参数的动态变化,并同时重建超声B模式图像和中谷图像。在MWA过程中计算热损伤与周围正常组织之间的对比噪声比(CNR)。MWA后,超声中谷图像中出现明亮的高回声区域作为热损伤的指标,且在MWA暴露期间,该亮点随损伤发展而增大。肝脏和肾脏中中谷参数的平均值分别从治疗前的0.78和0.79增加到治疗后的0.91和0.92。在MWA暴露期间,由中谷参数计算得到的CNR平均值在猪肝中从0.49增加到1.13,在肾脏中从0.51增加到0.85,两者均高于由B模式图像计算得到的值。这项对猪模型的研究表明,超声中谷成像可能为监测MWA治疗提供一种替代方式。

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本文引用的文献

1
Percutaneous Thermal Ablation with Ultrasound Guidance. Fusion Imaging Guidance to Improve Conspicuity of Liver Metastasis.
Cardiovasc Intervent Radiol. 2017 May;40(5):721-727. doi: 10.1007/s00270-016-1561-5. Epub 2017 Jan 4.
2
Feasibility of Using Ultrasonic Nakagami Imaging for Monitoring Microwave-Induced Thermal Lesion in Ex Vivo Porcine Liver.
Ultrasound Med Biol. 2017 Feb;43(2):482-493. doi: 10.1016/j.ultrasmedbio.2016.10.003. Epub 2016 Nov 25.
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8
In vivo thermal ablation monitoring using ultrasound echo decorrelation imaging.
Ultrasound Med Biol. 2014 Jan;40(1):102-14. doi: 10.1016/j.ultrasmedbio.2013.09.007. Epub 2013 Nov 14.
9
Monitoring radiofrequency ablation with ultrasound Nakagami imaging.
Med Phys. 2013 Jul;40(7):072901. doi: 10.1118/1.4808115.
10
Temperature-induced changes of magnetic resonance relaxation times in the human brain: a postmortem study.
Magn Reson Med. 2014 Apr;71(4):1575-80. doi: 10.1002/mrm.24799. Epub 2013 May 28.

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