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无重建的椎体超声-CT 配准。

Ultrasound-CT registration of vertebrae without reconstruction.

机构信息

McConnell Brain Imaging Centre, Montreal Neurological Institute, 3801 Rue University, Montreal, QC, H3A 2B4, Canada.

出版信息

Int J Comput Assist Radiol Surg. 2012 Nov;7(6):901-9. doi: 10.1007/s11548-012-0771-9. Epub 2012 Jun 15.

DOI:10.1007/s11548-012-0771-9
PMID:22700352
Abstract

PURPOSE

While robust and accurate, our previously developed volume-to-volume ultrasound-CT registration of vertebrae required that the 2D ultrasound slices be reconstructed into a 3D volume, a time-consuming step that increased the total registration time per vertebra. We have modified our registration technique to a slices-to-volume strategy to eliminate the ultrasound reconstruction step in order to make the total registration time more practical intraoperatively.

METHODS

The slices-to-volume registration is achieved by performing backward scan line tracing on individual ultrasound slices as they are acquired, and then registering them as a group to the posterior vertebral surface extracted from the pre-operative CT image. The technique is validated using a lumbosacral Sawbones phantom and the lumbosacral section of three porcine cadavers.

RESULTS

The slices-to-volume registration reduced the total registration time per vertebra from 8 to 4 min. The registration accuracy and robustness of the slices-to-volume registration were found to be equal or superior to those of our previous volume-to-volume registration. In addition, a trade-off was found between registration accuracy and registration speed by changing the number of ultrasound slices used in the registration.

CONCLUSIONS

The slices-to-volume ultrasound-CT registration significantly reduces the total registration time per vertebra, making this automated technique more practical intraoperatively.

摘要

目的

虽然我们之前开发的基于体积的超声 CT 脊柱配准方法具有强大而准确的特点,但它需要将二维超声切片重建为三维体积,这是一个耗时的步骤,增加了每个椎体的总配准时间。为了使总配准时间在手术中更实用,我们修改了我们的注册技术,采用切片到体积的策略,以消除超声重建步骤。

方法

切片到体积的配准是通过在获取单个超声切片时执行向后扫描线跟踪,然后将它们作为一组与从术前 CT 图像中提取的后脊柱表面进行配准来实现的。该技术使用腰骶部 Sawbones 体模和三个猪尸体的腰骶部节段进行了验证。

结果

与我们之前的基于体积的配准相比,每个椎体的总配准时间从 8 分钟减少到 4 分钟。发现切片到体积的配准在准确性和鲁棒性方面与我们之前的基于体积的配准相当或更好。此外,通过改变配准中使用的超声切片数量,可以在注册准确性和注册速度之间找到权衡。

结论

基于切片的超声 CT 配准大大减少了每个椎体的总配准时间,使这种自动技术在手术中更实用。

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本文引用的文献

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2
Towards real-time 3D US to CT bone image registration using phase and curvature feature based GMM matching.基于相位和曲率特征的高斯混合模型匹配实现实时三维超声与CT骨图像配准
Med Image Comput Comput Assist Interv. 2011;14(Pt 1):235-42. doi: 10.1007/978-3-642-23623-5_30.
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Multi-modal registration of speckle-tracked freehand 3D ultrasound to CT in the lumbar spine.
实现腰椎融合手术中术中超声与术前 CT 图像的实时刚性配准。
Int J Comput Assist Radiol Surg. 2019 Nov;14(11):1933-1943. doi: 10.1007/s11548-019-02020-1. Epub 2019 Jun 28.
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Reconstruction and positional accuracy of 3D ultrasound on vertebral phantoms for adolescent idiopathic scoliosis spinal surgery.三维超声重建及椎体模型中青少年特发性脊柱侧凸矫形术中定位准确性。
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Real-time, image-based slice-to-volume registration for ultrasound-guided spinal intervention.基于实时图像的超声引导脊柱介入切片到体积配准。
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IBIS: an OR ready open-source platform for image-guided neurosurgery.IBIS:用于图像引导神经外科的 OR 就绪开源平台。
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斑点跟踪自由手 3D 超声与 CT 在腰椎的多模态配准。
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