贴片融合:一种新的超快多频超声融合成像方法用于椎弓根螺钉导航。

IF 3 2区 工程技术 Q1 ACOUSTICS
Xiangxin Li;Xueru Yang;Jiaqi Li;Yang Jiao;Jun Shen;Yaoyao Cui;Weiwei Shao
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引用次数: 0

摘要

骨内超声成像对手术中椎弓根螺钉的放置有指导价值。然而,单频超声,无论是低频率还是高频率,往往不能同时提供足够的成像分辨率和深度。为了解决这一局限性,我们引入了一种新的超快多频超声贴片融合成像方法用于椎弓根螺钉导航。该方法结合了高频和低频超声图像的优点,大大增强了所得图像的细节和清晰度,同时大大减少了图像融合所需的时间。我们通过仿真和离体实验验证了我们的方法,使用信息熵(IE)、空间频率(SF)和平均梯度(AG)等指标来评估融合图像的质量。我们还记录了算法的执行时间。结果表明,我们的融合方法大大提高了图像的丰富度和清晰度,能够更全面、准确地评估椎弓根螺钉轨道。重要的是,与以前的方法相比,它还缩短了融合时间,使实时临床多频超声融合成像成为可能。绵羊脊柱椎弓根螺钉轨道的体内实验结果进一步证明了贴片融合方法在可视化椎弓根螺钉轨道内部情况方面的能力,能够满足实时融合成像的要求。所提出的方法为骨科和外科领域的手术实时导航和持续监测提供了实质性的支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Patch Fusion: A Novel Ultrafast Multi-Frequency Ultrasound Fusion Imaging Method for Pedicle Screw Navigation
Intraosseous ultrasound imaging is valuable for guiding pedicle screw placement in surgery. However, single-frequency ultrasound, whether low or high, often fails to provide both adequate imaging resolution and depth simultaneously. To address this limitation, we introduce a novel ultrafast multi-frequency ultrasound patch fusion imaging method for pedicle screw navigation. This approach combines the strengths of both high-frequency and low-frequency ultrasound images, greatly enhancing the detail and clarity of the resulting images while significantly reducing the time required for image fusion. We validated our method through simulation and ex vivo experiments, using metrics such as information entropy (IE), spatial frequency (SF), and average gradient (AG) to assess the quality of the fused images. We also recorded the algorithm’s execution time. The results demonstrate that our fusion method substantially improves image richness and clarity, enabling a more comprehensive and accurate assessment of the pedicle screw track. Importantly, it also reduces fusion time compared to previous methods, making real-time clinical multi-frequency ultrasound fusion imaging a viable possibility. The in vivo experimental results of the sheep spinal pedicle screw track further demonstrate the capabilities of the patch fusion method in visualizing the internal conditions of the pedicle screw track and meeting the requirements for real-time fusion imaging. The proposed approach offers substantial support in surgical real-time navigation and ongoing monitoring within the domains of orthopedics and surgery.
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来源期刊
CiteScore
7.70
自引率
16.70%
发文量
583
审稿时长
4.5 months
期刊介绍: IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control includes the theory, technology, materials, and applications relating to: (1) the generation, transmission, and detection of ultrasonic waves and related phenomena; (2) medical ultrasound, including hyperthermia, bioeffects, tissue characterization and imaging; (3) ferroelectric, piezoelectric, and piezomagnetic materials, including crystals, polycrystalline solids, films, polymers, and composites; (4) frequency control, timing and time distribution, including crystal oscillators and other means of classical frequency control, and atomic, molecular and laser frequency control standards. Areas of interest range from fundamental studies to the design and/or applications of devices and systems.
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