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

被引:26
|
作者
Nguyen, Duc V. [1 ]
Vo, Quang N. [3 ]
Le, Lawrence H. [2 ,3 ]
Lou, Edmond H. M. [1 ,3 ]
机构
[1] Univ Alberta, Dept Surg, Edmonton, AB, Canada
[2] Univ Alberta, Dept Radiol & Diagnost Imaging, Edmonton, AB, Canada
[3] Univ Alberta, Dept Biomed Engn, Edmonton, AB, Canada
关键词
Surface reconstruction; Ultrasound images; Contours stitching; Spine; Vertebra; ADOLESCENT IDIOPATHIC SCOLIOSIS; BIPLANAR RADIOGRAPHS; CANCER-MORTALITY; ROTATION; DEFORMITY; POINTS; SYSTEM; MODEL;
D O I
10.1016/j.medengphy.2014.11.007
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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,
引用
收藏
页码:239 / 244
页数:6
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