• 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