Enhancement of needle visualization and localization in ultrasound

被引:41
作者
Beigi, Parmida [1 ]
Salcudean, Septimiu E. [1 ]
Ng, Gary C. [2 ]
Rohling, Robert [1 ,3 ]
机构
[1] Univ British Columbia, Elect & Comp Engn Dept, Vancouver, BC, Canada
[2] Philips Ultrasound, Bothell, WA USA
[3] Univ British Columbia, Mech Engn Dept, Vancouver, BC, Canada
基金
加拿大自然科学与工程研究理事会; 加拿大健康研究院;
关键词
Needle detection; Ultrasound; Image-guidance; Machine learning; Needle visualization; Image processing; TIP LOCALIZATION; CURVILINEAR ULTRASOUND; COLOR DOPPLER; BIOPSY; TRACKING; VISIBILITY; GUIDANCE; SYSTEM; SEGMENTATION; STANDARD;
D O I
10.1007/s11548-020-02227-7
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Purpose This scoping review covers needle visualization and localization techniques in ultrasound, where localization-based approaches mostly aim to compute the needle shaft (and tip) location while potentially enhancing its visibility too. Methods A literature review is conducted on the state-of-the-art techniques, which could be divided into five categories: (1) signal and image processing-based techniques to augment the needle, (2) modifications to the needle and insertion to help with needle-transducer alignment and visibility, (3) changes to ultrasound image formation, (4) motion-based analysis and (5) machine learning. Results Advantages, limitations and challenges of representative examples in each of the categories are discussed. Evaluation techniques performed in ex vivo, phantom and in vivo studies are discussed and summarized. Conclusion Greatest limitation of the majority of the literature is that they rely on original visibility of the needle in the static image. Need for additional/improved apparatus is the greatest limitation toward clinical utility in practice. Significance Ultrasound-guided needle placement is performed in many clinical applications, including biopsies, treatment injections and anesthesia. Despite the wide range and long history of this technique, an ongoing challenge is needle visibility in ultrasound. A robust technique to enhance ultrasonic needle visibility, especially for steeply inserted hand-held needles, and while maintaining clinical utility requirements is needed.
引用
收藏
页码:169 / 178
页数:10
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