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一种实时徒手 3D 超声成像方法用于脊柱侧弯评估。

A real-time freehand 3D ultrasound imaging method for scoliosis assessment.

机构信息

College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China.

出版信息

J Appl Clin Med Phys. 2022 Aug;23(8):e13709. doi: 10.1002/acm2.13709. Epub 2022 Jun 24.

DOI:10.1002/acm2.13709
PMID:35748060
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9359025/
Abstract

Real-time 3D ultrasound has gained popularity in many fields because it can provide interactive feedback to help acquire high-quality images or to conduct timely diagnosis. However, no comprehensive study has been reported on such an imaging method for scoliosis evaluation due to the complexity of this application. Meanwhile, the use of radiation-free assessment of scoliosis is becoming increasingly popular. This study developed a real-time 3D ultrasound imaging method for scoliosis assessment based on an incremental imaging method. In vivo experiments involving 36 patients with scoliosis were performed to test the performance of the proposed method. This new imaging method achieved a mean incremental frame rate of 82.7 ± 11.0 frames/s. The high repeatability of the intra-operator test (intraclass correlation coefficient [ICC] = 0.92) and inter-operator test (ICC = 0.91) demonstrated that the new method was very reliable. The result of spinous process angles obtained by the new method was linearly correlated (y = 0.97x, R  = 0.88) with that obtained by conventional 3D reconstruction. These results suggested that the newly developed imaging method can provide real-time ultrasound imaging for scoliosis evaluation while preserving the comparative image quality of the conventional 3D reconstruction method.

摘要

实时 3D 超声在许多领域中得到了广泛应用,因为它可以提供交互式反馈,帮助获取高质量的图像或进行及时的诊断。然而,由于这种应用的复杂性,目前还没有关于这种成像方法用于脊柱侧凸评估的全面研究。同时,无辐射评估脊柱侧凸的方法也越来越受到关注。本研究基于增量成像方法开发了一种用于脊柱侧凸评估的实时 3D 超声成像方法。对 36 例脊柱侧凸患者进行了体内实验,以测试所提出方法的性能。该新的成像方法实现了 82.7±11.0 帧/秒的平均增量帧率。内-操作者测试(组内相关系数 [ICC]=0.92)和间-操作者测试(ICC=0.91)的高重复性表明该新方法非常可靠。新方法获得的棘突角度的结果与传统的 3D 重建方法呈线性相关(y=0.97x,R=0.88)。这些结果表明,新开发的成像方法可以为脊柱侧凸评估提供实时超声成像,同时保持传统 3D 重建方法的可比图像质量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/e13a54e4e11a/ACM2-23-e13709-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/fb6a07e4904a/ACM2-23-e13709-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/733a02af1a1c/ACM2-23-e13709-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/53a3423134da/ACM2-23-e13709-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/5ce1f61f428a/ACM2-23-e13709-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/394afafe8040/ACM2-23-e13709-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/926db8a2c099/ACM2-23-e13709-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/e13a54e4e11a/ACM2-23-e13709-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/fb6a07e4904a/ACM2-23-e13709-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/733a02af1a1c/ACM2-23-e13709-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/53a3423134da/ACM2-23-e13709-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/5ce1f61f428a/ACM2-23-e13709-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/394afafe8040/ACM2-23-e13709-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/926db8a2c099/ACM2-23-e13709-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a62/9359025/e13a54e4e11a/ACM2-23-e13709-g006.jpg

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本文引用的文献

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IEEE Trans Ultrason Ferroelectr Freq Control. 2019 Aug;66(8):1304-1315. doi: 10.1109/TUFFC.2019.2920422. Epub 2019 Jun 3.
2
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Math Biosci Eng. 2019 Feb 15;16(3):1067-1081. doi: 10.3934/mbe.2019051.
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Freehand three-dimensional ultrasound system for assessment of scoliosis.
Micromachines (Basel). 2022 Oct 29;13(11):1855. doi: 10.3390/mi13111855.
用于评估脊柱侧弯的徒手三维超声系统。
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4D ultrafast ultrasound flow imaging: in vivo quantification of arterial volumetric flow rate in a single heartbeat.4D超快超声血流成像:单心跳期间动脉容积流速的体内定量分析
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Development of a Wireless and Near Real-Time 3D Ultrasound Strain Imaging System.一种无线且近实时的三维超声应变成像系统的研发
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Ultrasound-assisted brace casting for adolescent idiopathic scoliosis, IRSSD Best research paper 2014.超声辅助支具治疗青少年特发性脊柱侧凸,2014年国际脊柱侧凸研究学会最佳研究论文
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