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Monitoring radiofrequency ablation with ultrasound Nakagami imaging

Nakagami分布 烧蚀 射频消融术 烧蚀区 超声波 医学影像学 材料科学 生物医学工程 核医学 放射科 计算机科学 医学 算法 解码方法 衰退 内科学
作者
C.C. Wang,Xiaonan Geng,Ta‐Sen Yeh,Hao‐Li Liu,Po‐Hsiang Tsui
出处
期刊:Medical Physics [Wiley]
卷期号:40 (7) 被引量:44
标识
DOI:10.1118/1.4808115
摘要

Purpose: Radiofrequency ablation (RFA) is a widely used alternative modality in the treatment of liver tumors. Ultrasound B‐mode imaging is an important tool to guide the insertion of the RFA electrode into the tissue. However, it is difficult to visualize the ablation zone because RFA induces the shadow effect in a B‐scan. Based on the randomness of ultrasonic backscattering, this study proposes ultrasound Nakagami imaging, which is a well‐established method for backscattered statistics analysis, as an approach to complement the conventional B‐scan for evaluating the ablation region. Methods: Porcine liver samples ( n = 6) were ablated using a RFA system and monitored by employing an ultrasound scanner equipped with a 7.5 MHz linear array transducer. During the stages of ablation (0–12 min) and postablation (12–24 min), the raw backscattered data were acquired at a sampling rate of 30 MHz for B‐mode, Nakagami imaging, and polynomial approximation of Nakagami imaging. The contrast‐to‐noise ratio (CNR) was also calculated to compare the image contrasts of the B‐mode and Nakagami images. Results: The results demonstrated that the Nakagami image has the ability to visualize changes in the backscattered statistics in the ablation zone, including the shadow region during RFA. The average Nakagami parameter increased from 0.2 to 0.6 in the ablation stage, and then decreased to approximately 0.3 at the end of the postablation stage. Moreover, the CNR of the Nakagami image was threefold that of the B‐mode image, showing that the Nakagami image has a better image contrast for monitoring RFA. Specifically, the use of the polynomial approximation equips the Nakagami image with an enhanced ability to estimate the range of the ablation region. Conclusions: This study demonstrated that ultrasound Nakagami imaging based on the analysis of backscattered statistics has the ability to visualize the RFA‐induced ablation zone, even if the shadow effect exists in the B‐scan.

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