Spinal curvature determination from an X-ray image using a deformable model

T.A. Sardjono, M.H.F. Wilkinson, P.M.A. van Ooijen, A.G. Veldhuizen, K.E. Purnama, G.J. Verkerke

OnderzoeksoutputAcademicpeer review

2 Citaten (Scopus)
297 Downloads (Pure)

Samenvatting

This paper presents a spinal curvature determination from frontal X-ray images of scoliotic patients. A new deformable model, Modified CPM (Charged Particles Model), has been developed and used to determine the spinal curvature. The Modified CPM is a new approach of a deformable model based on CPM, which was introduced in 2004. The X-ray image is charged negatively according to the edge-map or gradient-magnitude image. The particles are attracted towards the contour of the object of interest, because this contour is very dark, thus charged very negatively. We modified the CPM by putting springs between the particles to prevent the particles from moving away and keep the movement of the particles in the appropriate distance without reducing the flexibility to follow the curvature. The results of the implementation show the effectiveness of the modified charged-particle model for spinal curvature determination on X-ray images.

Originele taal-2English
Titel3rd Kuala Lumpur International Conference on Biomedical Engineering 2006
RedacteurenF Ibrahim, NAA Osman, J Usman, NA Kadri
Plaats van productieNEW YORK
UitgeverijSpringer
Pagina's291-295
Aantal pagina's5
ISBN van geprinte versie978-3-540-68016-1
StatusPublished - 2007
Evenement3rd Kuala Lumpur International Conference on Biomedical Engineering 2006 (BioMed 2006) - , Malaysia
Duur: 11-dec.-200614-dec.-2006

Publicatie series

NaamIFMBE Proceedings
UitgeverijSPRINGER
Volume15
ISSN van geprinte versie1680-0737

Other

Other3rd Kuala Lumpur International Conference on Biomedical Engineering 2006 (BioMed 2006)
Land/RegioMalaysia
Periode11/12/200614/12/2006

Vingerafdruk

Duik in de onderzoeksthema's van 'Spinal curvature determination from an X-ray image using a deformable model'. Samen vormen ze een unieke vingerafdruk.

Citeer dit