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

doi:10.1007/978-3-540-68017-8_75

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

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

2 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	3rd Kuala Lumpur International Conference on Biomedical Engineering 2006
Subtitle of host publication	Biomed 2006, 11–14 December 2006 Kuala Lumpur, Malaysia
Editors	Fatimah Ibrahim, Noor Azuan Abu Osman, Juliana Usman, Nahrizul Adib Kadri
Place of Publication	Berlin, Heidelberg
Publisher	Springer
Pages	291-295
Number of pages	5
ISBN (Electronic)	978-3-540-68017-8
ISBN (Print)	978-3-540-68016-1
DOIs	https://doi.org/10.1007/978-3-540-68017-8_75
Publication status	Published - 1 Jan 2007
Event	3rd Kuala Lumpur International Conference on Biomedical Engineering, Biomed 2006 - Kuala Lumpur, Malaysia Duration: 11 Dec 2006 → 14 Dec 2006 Conference number: 3

Publication series

Name	IFMBE Proceedings
Publisher	Springer
Volume	15
ISSN (Print)	1680-0737
ISSN (Electronic)	1433-9277

Conference

Conference	3rd Kuala Lumpur International Conference on Biomedical Engineering, Biomed 2006
Abbreviated title	Biomed 2016
Country/Territory	Malaysia
City	Kuala Lumpur
Period	11/12/06 → 14/12/06

Access to Document

10.1007/978-3-540-68017-8_75

Cite this

Sardjono, T. A., Wilkinson, M. H. F., van Ooijen, P. M. A., Veldhuizen, A. G., Purnama, K. E., & Verkerke, G. J. (2007). Spinal curvature determination from an X-ray image using a deformable model. In F. Ibrahim, N. A. Abu Osman, J. Usman, & N. A. Kadri (Eds.), 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006: Biomed 2006, 11–14 December 2006 Kuala Lumpur, Malaysia (pp. 291-295). (IFMBE Proceedings; Vol. 15). Springer. https://doi.org/10.1007/978-3-540-68017-8_75

Sardjono, T.A. ; Wilkinson, M.H.F. ; van Ooijen, P.M.A. et al. / Spinal curvature determination from an X-ray image using a deformable model. 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006: Biomed 2006, 11–14 December 2006 Kuala Lumpur, Malaysia. editor / Fatimah Ibrahim ; Noor Azuan Abu Osman ; Juliana Usman ; Nahrizul Adib Kadri. Berlin, Heidelberg : Springer, 2007. pp. 291-295 (IFMBE Proceedings).

@inproceedings{b37ee6a7fabb4c39a1c08dda7c2b3a6b,

title = "Spinal curvature determination from an X-ray image using a deformable model",

abstract = "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.",

author = "T.A. Sardjono and M.H.F. Wilkinson and {van Ooijen}, P.M.A. and A.G. Veldhuizen and K.E. Purnama and G.J. Verkerke",

year = "2007",

month = jan,

day = "1",

doi = "10.1007/978-3-540-68017-8_75",

language = "English",

isbn = "978-3-540-68016-1",

series = "IFMBE Proceedings",

publisher = "Springer",

pages = "291--295",

editor = "Fatimah Ibrahim and {Abu Osman}, {Noor Azuan} and Juliana Usman and Kadri, {Nahrizul Adib}",

booktitle = "3rd Kuala Lumpur International Conference on Biomedical Engineering 2006",

note = "3rd Kuala Lumpur International Conference on Biomedical Engineering, Biomed 2006, Biomed 2016 ; Conference date: 11-12-2006 Through 14-12-2006",

}

Sardjono, TA, Wilkinson, MHF, van Ooijen, PMA, Veldhuizen, AG, Purnama, KE & Verkerke, GJ 2007, Spinal curvature determination from an X-ray image using a deformable model. in F Ibrahim, NA Abu Osman, J Usman & NA Kadri (eds), 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006: Biomed 2006, 11–14 December 2006 Kuala Lumpur, Malaysia. IFMBE Proceedings, vol. 15, Springer, Berlin, Heidelberg, pp. 291-295, 3rd Kuala Lumpur International Conference on Biomedical Engineering, Biomed 2006, Kuala Lumpur, Malaysia, 11/12/06. https://doi.org/10.1007/978-3-540-68017-8_75

Spinal curvature determination from an X-ray image using a deformable model. / Sardjono, T.A.; Wilkinson, M.H.F.; van Ooijen, P.M.A. et al.
3rd Kuala Lumpur International Conference on Biomedical Engineering 2006: Biomed 2006, 11–14 December 2006 Kuala Lumpur, Malaysia. ed. / Fatimah Ibrahim; Noor Azuan Abu Osman; Juliana Usman; Nahrizul Adib Kadri. Berlin, Heidelberg: Springer, 2007. p. 291-295 (IFMBE Proceedings; Vol. 15).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Spinal curvature determination from an X-ray image using a deformable model

AU - Sardjono, T.A.

AU - Wilkinson, M.H.F.

AU - van Ooijen, P.M.A.

AU - Veldhuizen, A.G.

AU - Purnama, K.E.

AU - Verkerke, G.J.

N1 - Conference code: 3

PY - 2007/1/1

Y1 - 2007/1/1

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=84928894532&partnerID=8YFLogxK

U2 - 10.1007/978-3-540-68017-8_75

DO - 10.1007/978-3-540-68017-8_75

M3 - Conference contribution

AN - SCOPUS:84928894532

SN - 978-3-540-68016-1

T3 - IFMBE Proceedings

SP - 291

EP - 295

BT - 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006

A2 - Ibrahim, Fatimah

A2 - Abu Osman, Noor Azuan

A2 - Usman, Juliana

A2 - Kadri, Nahrizul Adib

PB - Springer

CY - Berlin, Heidelberg

T2 - 3rd Kuala Lumpur International Conference on Biomedical Engineering, Biomed 2006

Y2 - 11 December 2006 through 14 December 2006

ER -

Sardjono TA, Wilkinson MHF, van Ooijen PMA, Veldhuizen AG, Purnama KE, Verkerke GJ. Spinal curvature determination from an X-ray image using a deformable model. In Ibrahim F, Abu Osman NA, Usman J, Kadri NA, editors, 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006: Biomed 2006, 11–14 December 2006 Kuala Lumpur, Malaysia. Berlin, Heidelberg: Springer. 2007. p. 291-295. (IFMBE Proceedings). doi: 10.1007/978-3-540-68017-8_75

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

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Cite this