Ultrasound Volume Projection Imaging for Assessment of Scoliosis

被引:106
作者
Cheung, Chung-Wai James [1 ]
Zhou, Guang-Quan [1 ]
Law, Siu-Yin [1 ]
Mak, Tak-Man [1 ]
Lai, Ka-Lee [1 ]
Zheng, Yong-Ping [1 ]
机构
[1] Hong Kong Polytech Univ, Interdisciplinary Div Biomed Engn, Hong Kong 888, Hong Kong, Peoples R China
关键词
Cobb angle; coronal view; freehand 3-D ultrasound; nonplanar volume rendering; scoliosis; spine deformity; ultrasound imaging; ADOLESCENT IDIOPATHIC SCOLIOSIS; FREEHAND 3D ULTRASOUND; VERTEBRAL ROTATION; COBB ANGLE; SYSTEM; RADIOGRAPHS; RECONSTRUCTION; VISUALIZATION; CALIBRATION; TISSUES;
D O I
10.1109/TMI.2015.2390233
中图分类号
TP39 [计算机的应用];
学科分类号
080201 [机械制造及其自动化];
摘要
The standing radiograph is used as a gold standard to diagnose spinal deformity including scoliosis, a medical condition defined as lateral spine curvature >10 degrees. However, the health concern of X-ray and large inter-observer variation of measurements on X-ray images have significantly restricted its application, particularly for scoliosis screening and close follow-up for adolescent patients. In this study, a radiation-free freehand 3-D ultrasound system was developed for scoliosis assessment using a volume projection imaging method. Based on the obtained coronal view images, two measurement methods were proposed using transverse process and spinous profile as landmarks, respectively. As a reliability study, 36 subjects (age: 30.1 +/- 14.5; male: 12; female: 24) with different degrees of scoliosis were scanned using the system to test the inter-and intra-observer repeatability. The intra-and inter-observer tests indicated that the new assessment methods were repeatable, with ICC larger than 0.92. Small intra- and inter-observer variations of measuring spine curvature were observed for the two measurement methods (intra-: 1.4 +/- 1.0 degrees and 1.4 +/- 1.1 degrees; inter-: 2.2 +/- 1.6 degrees and 2.5 +/- 1.6 degrees). The results also showed that the spinal curvature obtained by the new method had good linear correlations with X-ray Cobb's method (R-2 = 0.8, p < 0.001, 29 subjects). These results suggested that the ultrasound volume projection imaging method can be a promising approach for the assessment of scoliosis, and further research should be followed up to demonstrate its potential clinical applications for mass screening and curve progression and treatment outcome monitoring of scoliosis patients.
引用
收藏
页码:1760 / 1768
页数:9
相关论文
共 46 条
[1]
Adobor R., 2011, SCOLIOSIS, V6, P1
[2]
[Anonymous], STEP UP TO MED
[3]
Three-dimensional freehand ultrasound: Image reconstruction and volume analysis [J].
Barry, CD ;
Allott, CP ;
John, NW ;
Mellor, PM ;
Arundel, PA ;
Thomson, DS ;
Waterton, JC .
ULTRASOUND IN MEDICINE AND BIOLOGY, 1997, 23 (08) :1209-1224
[4]
STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[5]
Estimating the effectiveness of screening for scoliosis: A case-control study [J].
Bunge, Eveline M. ;
Juttmann, Rikard E. ;
van Biezen, Frans C. ;
Creemers, Huub ;
Hazebroek-Kampschreur, Alice A. J. M. ;
Luttmer, Bert C. F. ;
Wiegersma, P. Auke ;
de Koning, Harry J. .
PEDIATRICS, 2008, 121 (01) :9-14
[6]
THE NATURAL-HISTORY OF IDIOPATHIC SCOLIOSIS BEFORE SKELETAL MATURITY [J].
BUNNELL, WP .
SPINE, 1986, 11 (08) :773-776
[7]
MEASUREMENT OF SCOLIOSIS AND KYPHOSIS RADIOGRAPHS - INTRAOBSERVER AND INTEROBSERVER VARIATION [J].
CARMAN, DL ;
BROWNE, RH ;
BIRCH, JG .
JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME, 1990, 72A (03) :328-333
[8]
CORRECTION OF DISTORTION IN US IMAGES CAUSED BY SUBCUTANEOUS TISSUES - RESULTS IN TISSUE PHANTOMS AND HUMAN-SUBJECTS [J].
CARPENTER, DA ;
KOSSOFF, G ;
GRIFFITHS, KA .
RADIOLOGY, 1995, 195 (02) :563-567
[9]
Chen W., P 33 ANN INT C IEEE, P8495
[10]
Cheung CWJ, 2013, IEEE ENG MED BIO, P6474, DOI 10.1109/EMBC.2013.6611037