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Validation of 3D surface reconstruction of vertebrae and spinal column using 3D ultrasound data - A pilot study

机译:使用3D超声数据验证椎骨和脊柱的3D表面重建-初步研究

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Adolescent idiopathic scoliosis (AIS) is a three-dimensional deformity of spine associated with vertebra rotation. The Cobb angle and axial vertebral rotation are important parameters to assess the severity of scoliosis. However, the vertebral rotation is seldom measured from radiographs due to time consuming. Different techniques have been developed to extract 3D spinal information. Among many techniques, ultrasound imaging is a promising method. This pilot study reported an image processing method to reconstruct the posterior surface of vertebrae from 3D ultrasound data. Three cadaver vertebrae, a Sawbones spine phantom, and a spine from a child with AIS were used to validate the development. The in-vitro result showed the surface of the reconstructed image was visually similar to the original objects. The dimension measurement error was <5 mm and the Pearson correlation was >0.99. The results also showed a high accuracy in vertebral rotation with errors of 0.8 +/- 0.3 degrees, 2.8 +/- 0.3 degrees and 3.6 +/- 0.5 degrees for the rotation values of 0 degrees, 15 degrees and 30 degrees, respectively. Meanwhile, the difference in the Cobb angle between the phantom and the image was 4 degrees and the vertebral rotation at the apex was 2 degrees. The Cobb angle measured from the in-vivo ultrasound image was 4 degrees different from the radiograph. (C) 2015 IPEM. Published by Elsevier Ltd. All rights reserved,
机译:青春期特发性脊柱侧凸(AIS)是与椎骨旋转相关的三维脊柱畸形。柯布角和椎骨轴向旋转是评估脊柱侧弯严重程度的重要参数。然而,由于费时,很少从放射线照片测量椎骨旋转。已经开发出不同的技术来提取3D脊柱信息。在许多技术中,超声成像是一种有前途的方法。这项初步研究报告了一种图像处理方法,可从3D超声数据重建椎骨后表面。使用三个尸体椎骨,Sawbones脊柱体模和来自AIS患儿的脊椎来验证发育。体外结果显示,重建图像的表面在视觉上与原始对象相似。尺寸测量误差<5 mm,皮尔森相关性> 0.99。结果还显示出椎骨旋转的高精度,对于0度,15度和30度的旋转值,误差分别为0.8 +/- 0.3度,2.8 +/- 0.3度和3.6 +/- 0.5度。同时,体模和图像之间的Cobb角之差为4度,并且顶点处的椎骨旋转为2度。从体内超声图像测得的科布角与射线照片相差4度。 (C)2015年IPEM。由Elsevier Ltd.发行。保留所有权利,

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