DocumentCode :
745244
Title :
Assessment of the 3-D reconstruction and high-resolution geometrical modeling of the human skeletal trunk from 2-D radiographic images
Author :
Delorme, S. ; Petit, Y. ; de Guise, J.A. ; Labelle, H. ; Aubin, C. -É ; Dansereau, J.
Author_Institution :
Res. Center, Sainte-Justine Hosp., Montreal, Que., Canada
Volume :
50
Issue :
8
fYear :
2003
Firstpage :
989
Lastpage :
998
Abstract :
This paper presents an in vivo validation of a method for the three-dimensional (3-D) high-resolution modeling of the human spine, rib cage, and pelvis for the study of spinal deformities. The method uses an adaptation of a standard close-range photogrammetry method called direct linear transformation to reconstruct the 3-D coordinates of anatomical landmarks from three radiographic images of the subject´s trunk. It then deforms in 3-D 1-mm-resolution anatomical primitives (reference bones) obtained by serial computed tomography-scan reconstruction of a dry specimen. The free-form deformation is calculated using dual kriging equations. In vivo validation of this method on 40 scoliotic vertebrae gives an overall accuracy of 3.3 ± 3.8 mm, making it an adequate tool for clinical studies and mechanical analysis purposes.
Keywords :
biomechanics; computerised tomography; diagnostic radiography; image reconstruction; image resolution; medical image processing; orthopaedics; photogrammetry; physiological models; 2-D radiographic images; 3-D reconstruction; clinical studies; direct linear transformation; dry specimen; dual kriging equations; free-form deformation; geometrical kriging; high-resolution geometrical modeling; human skeletal trunk; mechanical analysis; scoliotic vertebrae; serial computed tomography-scan reconstruction; vertebrae; Bones; Deformable models; Humans; Image reconstruction; In vivo; Pelvis; Radiography; Solid modeling; Spine; Three dimensional displays; Humans; Imaging, Three-Dimensional; Observer Variation; Pelvic Bones; Photogrammetry; Quality Control; Radiographic Image Interpretation, Computer-Assisted; Radiography; Reproducibility of Results; Ribs; Scoliosis; Sensitivity and Specificity; Spine; Subtraction Technique; Tomography, X-Ray Computed;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2003.814525
Filename :
1213851
Link To Document :
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