Automatic Quantification of Spinal Curvature in Scoliotic Radiograph using Image Processing

被引:59
作者
Anitha, H. [1 ]
Prabhu, G. K. [2 ]
机构
[1] Manipal Univ, Manipal Inst Technol, Dept Elect & Commun Engn, Manipal 576104, Karnataka, India
[2] Manipal Univ, Manipal Inst Technol, Dept Biomed Engn, Manipal 576104, Karnataka, India
关键词
Scoliosis; Cobb angle; Active contour models; ADOLESCENT IDIOPATHIC SCOLIOSIS; COBB-ANGLE; RELIABILITY; SHAPE;
D O I
10.1007/s10916-011-9654-9
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
100404 [儿少卫生与妇幼保健学];
摘要
Choosing the most suitable treatment for the scoliosis relies heavily on accurate and reproducible spinal curvature measurement from radiographs. Our objective is to reduce the variability in spinal curvature measurement by reducing the user intervention and bias. In order to determine the reliability of the spinal curvature measurement as it is in the clinical measurement of scoliosis a methodological survey has been carried out that concludes with inter and intra observer error variation. The proposed method list out horizontal inclination of all the vertebrae's in terms of slopes using active contour models and morphological operators. This facilitates the radiologist to decide end vertebrae and hence inter/intra observer variation is completely eliminated. Tables 1 and 2 shows the observer error variation between manual and proposed methods in terms of mean and standard deviation.
引用
收藏
页码:1943 / 1951
页数:9
相关论文
共 20 条
[11]
Lin Z., 2007, HIERARCHICAL PART TE
[12]
Linial A. V., 2006, USPatent, Patent No. [US2006/0015042 A1, 20060015042]
[13]
Observer reliability between juvenile and adolescent idiopathic scoliosis in measurement of stable Cobb's angle [J].
Modi, Hitesh N. ;
Chen, Ting ;
Suh, Seung Woo ;
Mehta, Satyen ;
Srinivasalu, S. ;
Yang, Jae-Hyuk ;
Song, Hae-Ryong .
EUROPEAN SPINE JOURNAL, 2009, 18 (01) :52-58
[14]
A STUDY OF VERTEBRAL ROTATION [J].
NASH, CL ;
MOE, JH .
JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME, 1969, A 51 (02) :223-&
[15]
Perona P., 1990, IEEE T PATTERN ANAL, V12
[16]
VARIATION IN COBB ANGLE MEASUREMENTS IN SCOLIOSIS [J].
PRUIJS, JEH ;
HAGEMAN, MAPE ;
KEESSEN, W ;
VANDERMEER, R ;
VANWIERINGEN, JC .
SKELETAL RADIOLOGY, 1994, 23 (07) :517-520
[17]
Intra- and interobserver reliability analysis of digital radiographic measurements for pediatric orthopedic parameters using a novel PACS integrated computer software program [J].
Segev, Eitan ;
Hemo, Yoram ;
Wientroub, Shlomo ;
Ovadia, Dror ;
Fishkin, Michael ;
Steinberg, David M. ;
Hayek, Shlomo .
JOURNAL OF CHILDRENS ORTHOPAEDICS, 2010, 4 (04) :331-341
[18]
Reliability assessment of Cobb angle measurements using manual and digital methods [J].
Tanure, Michelle C. ;
Pinheiro, Alan P. ;
Oliveira, Anamaria S. .
SPINE JOURNAL, 2010, 10 (09) :769-774
[19]
Vrtovec T., 2009, Eur. Spine. J
[20]
Snakes, shapes, and gradient vector flow [J].
Xu, CY ;
Prince, JL .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1998, 7 (03) :359-369