Prostate segmentation from 3D transrectal ultrasound using statistical shape models and various appearance models

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6914, Issue , 2008, Pages

  Heimann, T ^a   Baumhauer, M ^a   Simpfendorfer T ^a   Meinzer, H P ^a   Wolf, I ^a  

^a GERMAN CANCER RESEARCH CENTER DKFZ   (Germany)

Author keywords

3D ultrasound; Prostate; Segmentation; Statistical shape model

Indexed keywords

COMPUTATIONAL GEOMETRY; HIDDEN MARKOV MODELS; MEDICAL IMAGING; OBJECT RECOGNITION; ULTRASONICS;

OBJECT DETECTION; PROSTATE; STATISTICAL SHAPE MODELS (SSM); TRANSRECTAL ULTRASOUND;

IMAGE SEGMENTATION;

EID: 43449127816     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.771796     Document Type: Conference Paper

References (17)

1. L. Gong, S. D. Pathak, D. R. Haynor, P. S. Cho, and Y. Kim, "Parametric shape modeling using deformable superellipses for prostate segmentation.," IEEE Trans Med Imaging 23, pp. 340-349, Mar 2004.
2. M. Ding, L. Gardi, Z. Wei, and A. Fenster, "3D TRUS image segmentation in prostate brachytherapy," Conf Proc IEEE Eng Med Biol Soc 7, pp. 7170-7173, 2005.
3. A. Y. C. Fung, K. M. Ayyangar, D. Djajaputra, R. M. Nehru, and C. A. Enke, "Ultrasound-based guidance of intensity-modulated radiation therapy," Med Dosim 31(1), pp. 20-29, 2006.
4. C. M.-G. Osamu Ukimura and I. S. Gill, "Real-time transrectal ultrasound guidance during laparoscopic radical prostatectomy: Impact on surgical margins," The Journal of Urology 175, pp. 1304-1310, 2006.
5. M. Ding, B. Chiu, I. Gyacskov, X. Yuan, M. Drangova, D. B. Downey, and A. Fenster, "Fast prostate segmentation in 3D TRUS images based on continuity constraint using an autoregressive model," Med Phys 34, pp. 4109-4125, Nov 2007.
6. A. C. Hodge, A. Fenster, D. B. Downey, and H. M. Ladak, "Prostate boundary segmentation from ultrasound images using 2d active shape models: optimisation and extension to 3d.," Comput Methods Programs Biomed 84, pp. 99-113, Dec 2006.
7. Y. Zhan and D. Shen, "Deformable segmentation of 3-d ultrasound prostate images using statistical texture matching method," IEEE Trans Med Imaging VOL. 25 NO. 3, pp. 256-272, 2006.
8. W. D. Richard and C. G. Keen, "Automated texture-based segmentation of ultrasound images of the prostate," Comput Med Imag Graphics 20, pp. 131-140, 1996.
9. M. de Bruijne, B. van Ginneken, W. Niessen, J. Maintz, and M. Viergever, "Active shape model based segmentation of abdominal aortic aneurysms in CTA images," in Medical Imaging: Image Processing, M. Sonka and M. Fitzpatrick, eds., Proceedings of SPIE 4684, pp. 463-474, SPIE Press, 2002.
10. T. Heimann, S. Münzing, H.-P. Meinzer, and I. Wolf, "A shape-guided deformable model with evolutionary algorithm initialization for 3D soft tissue segmentation," in Proc IPMI, LNCS 4584, pp. 1-12, Springer, 2007.
11. D. Freedman, R. Radke, T. Zhang, Y. Jeong, D. Lovelock, and G. Chen, "Model-based segmentation of medical imagery by matching distributions," IEEE Trans Med Imaging 24, pp. 281-292, March 2005.
12. R. E. Broadhurst, J. Stough, S. M. Pizer, and E. L. Chaney, "Histogram statistics of local model-relative image regions," in Proc Deep Structure, Singularities and Computer Vision, O. F. Olsen, L. Florack, and A. Kuijper, eds., pp. 72-83, June 2005.
13. T. Boettger, T. Kunert, H.-P. Meinzer, and I. Wolf, "Interactive constraints for 3D-simplex meshes," in Proc SPIE Medical Imaging 2005: Image Processing, J. M. Fitzpatrick and J. M. Reinhardt, eds., 5747, pp. 1692-1702, SPIE Press, Apr 2005.
14. T. F. Cootes, C. J. Taylor, D. H. Cooper, and J. Graham, "Active shape models - their training and application," Comput Vis Image Underst 61(1), pp. 38-59, 1995.
15. T. Heimann, I. Wolf, T. G. Williams, and H.-P. Meinzer, "3D Active Shape Models using gradient descent optimization of description length," in Proc IPMI, LNCS 3565, pp. 566-577, Springer, 2005.
16. T. F. Cootes and C. J. Taylor, "Active shape model search using local grey-level models: A quantitative evaluation," in Proc British Machine Vision Conference, J. Illingworth, ed., pp. 639-648, BMVA Press, 1993.
17. R. Brunelli and O. Mich, "Histograms analysis for image retrieval," Pattern Recognition 34(8), pp. 1625-1637, 2001.