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作者:

Song, Shuang (Song, Shuang.) | Tsui, Po-Hsiang (Tsui, Po-Hsiang.) | Wu, Weiwei (Wu, Weiwei.) | Wu, Shuicai (Wu, Shuicai.) (学者:吴水才) | Zhou, Zhuhuang (Zhou, Zhuhuang.)

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摘要:

In this paper, we proposed ultrasound homodyned K (HK) imaging based on the noise-assisted correlation algorithm (NCA) for monitoring microwave ablation of porcine liver ex vivo. The NCA-based HK (αNCA and kNCA) imaging was compared with NCA-based Nakagami (mNCA) imaging and NCA-based cumulative echo decorrelation (CEDNCA) imaging. Backscattered ultrasound radiofrequency signals of porcine liver ex vivo during and after the heating of microwave ablation were collected (n = 15), which were processed for constructing B-mode imaging, NCA-based HK imaging, NCA-based Nakagami imaging, and NCA-based CED imaging. To quantitatively evaluate the final coagulation zone, the polynomial approximation (PAX) technique was applied. The accuracy of detecting coagulation area with αNCA, kNCA, mNCA, and CEDNCA parametric imaging was evaluated by comparing the PAX imaging with the gross pathology. The receiver operating characteristic (ROC) curve was used to further evaluate the performance of the three quantitative ultrasound imaging methods for detecting the coagulation zone. Experimental results showed that the average accuracies of αNCA, kNCA, mNCA, and CEDNCA parametric imaging combined with PAX imaging were 89.6%, 83.25%, 89.23%, and 91.6%, respectively. The average areas under the ROC curve (AUROCs) of αNCA, kNCA, mNCA, and CEDNCA parametric imaging were 0.83, 0.77, 0.83, and 0.86, respectively. The proposed NCA-based HK imaging may be used as a new method for monitoring microwave ablation. © 2020 Elsevier B.V.

关键词:

Ablation Coagulation Microwaves Polynomial approximation Stress intensity factors Ultrasonic imaging

作者机构:

  • [ 1 ] [Song, Shuang]Department of Biomedical Engineering, College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
  • [ 2 ] [Tsui, Po-Hsiang]Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
  • [ 3 ] [Tsui, Po-Hsiang]Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
  • [ 4 ] [Tsui, Po-Hsiang]Medical Imaging Research Center, Institute for Radiological Research, Chang Gung University and Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
  • [ 5 ] [Wu, Weiwei]College of Biomedical Engineering, Capital Medical University, Beijing, China
  • [ 6 ] [Wu, Shuicai]Department of Biomedical Engineering, College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
  • [ 7 ] [Zhou, Zhuhuang]Department of Biomedical Engineering, College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China

通讯作者信息:

  • 吴水才

    [wu, shuicai]department of biomedical engineering, college of life science and bioengineering, beijing university of technology, beijing, china

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来源 :

Ultrasonics

ISSN: 0041-624X

年份: 2021

卷: 110

4 . 2 0 0

JCR@2022

ESI学科: CLINICAL MEDICINE;

ESI高被引阀值:7

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WoS核心集被引频次: 0

SCOPUS被引频次: 7

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