Multi-organ segmentation from multi-phase abdominal CT via 4D graphs using enhancement, shape and location optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6363 LNCS, Issue PART 3, 2010, Pages 89-96

  Linguraru, Marius George ^a   Pura, John A ^a   Chowdhury, Ananda S ^a   Summers, Ronald M ^a  

^a NATIONAL INSTITUTES OF HEALTH   (United States)

Author keywords

4D graph; enhancement; multi phase CT; segmentation; shape

Indexed keywords

4D GRAPH; ENHANCEMENT; MULTI-PHASE CT; SEGMENTATION; SHAPE;

COMPUTER AIDED ANALYSIS; COMPUTER AIDED DIAGNOSIS; HOSPITAL DATA PROCESSING; IMAGE SEGMENTATION; MAMMOGRAPHY; MEDICAL COMPUTING; MEDICAL IMAGING; OPTIMIZATION; POPULATION STATISTICS;

COMPUTERIZED TOMOGRAPHY;

ABDOMINAL RADIOGRAPHY; ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; COMPUTER ASSISTED TOMOGRAPHY; HUMAN; IMAGE QUALITY; METHODOLOGY; RADIOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING; VISCERA;

ALGORITHMS; HUMANS; IMAGING, THREE-DIMENSIONAL; PATTERN RECOGNITION, AUTOMATED; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; RADIOGRAPHY, ABDOMINAL; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; TOMOGRAPHY, X-RAY COMPUTED; VISCERA;

EID: 84883370201     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15711-0_12     Document Type: Conference Paper

References (16)

1. Ali, A.M., Farag, A.A., El-Baz, A.S.: Graph cuts for kidney segmentation with prior shape constraints. In: Ayache, N., Ourselin, S., Maeder, A. (eds.) MICCAI 2007, Part I. LNCS, vol. 4791, pp. 384-392. Springer, Heidelberg (2007)
2. Boykov, Y., Jolly, M.-P.: Interactive graph cuts for optimal boundary and region segmentation of objects in N-D images. In: Int. Conf. Comp. Vis., pp. 105-112 (2001)
3. Cremers, D., Osher, S.J., Soatto, S.: Kernel density estimation and intrinsic alignment for shape priors in level set segmentation. Int. J. Comp. Vis. 69(3), 335-351 (2006)
4. Das, P., et al.: Semiautomatic segmentation with compact shape priors. Image and Vision Computing 27(1-2), 206-219 (2008)
5. Hu, X., Shimizu, A., Kobatake, H., Nawano, S.: Independent analysis of four-phase abdominal CT images. In: Barillot, C., Haynor, D.R., Hellier, P. (eds.) MICCAI 2004. LNCS, vol. 3217, pp. 916-924. Springer, Heidelberg (2004) (Pubitemid 40787312)
6. Lin, X., Cowan, B., Young, A.: Model-based graph cut method for segmentation of the left ventricle. Proc. IEEE Eng. Med. Biol. Soc. 3, 3059-3062 (2005)
7. Linguraru, M.G., Summers, R.M.: Multi-organ segmentation in 4D contrast-enhanced abdominal CT. In: IEEE Symposium on Biomedical Imaging 2008, pp. 45-48 (2008)
8. Liu, L., Raber, D., et al.: Interactive separation of segmented bones in CT volumes using graph cut. In: Metaxas, D., Axel, L., Fichtinger, G., Székely, G. (eds.) MICCAI 2008, Part I. LNCS, vol. 5241, pp. 296-304. Springer, Heidelberg (2008)
9. Okada, T., et al.: Construction of hierarchical multi-organ statistical atlases and their application to multi-organ segmentation from CT images. In: Metaxas, D., Axel, L., Fichtinger, G., Székely, G. (eds.) MICCAI 2008, Part I. LNCS, vol. 5241, pp. 502-509. Springer, Heidelberg (2008)
10. Park, H., Bland, P.H., Meyer, C.R.: Construction of an abdominal probabilistic atlas and its application in segmentation. IEEE Trans. Med. Imaging 22(4), 483-492 (2003)
11. Parzen, E.: On estimation of a probability density function and mode. Ann. Math. Stat. 33, 1065-1076 (1962)
12. Perona, P., Malik, J.: Scale-space and edge detection using anisotropic diffusion. IEEE Trans. Pattern Analysis and Machine Intelligence 12, 629-639 (1990) (Pubitemid 20726016)
13. Sakashita, M., et al.: A method for extracting multi-organ from four-phase contrasted CT images based on CT value distribution estimation using EM-algorithm. In: SPIE, vol. 6509, pp. 1C1-12 (2007)
14. Thirion, J.P.: Image matching as a diffusion process: an analogy with Maxwell's demons. Medical Image Analysis 2(3), 243-260 (1998)
15. Vu, N., Manjunath, B.S.: Shape prior segmentation of multiple objects with graph cuts. In: Proceedings CVPR 2008 (2008)
16. Zheng, Y., et al.: Segmentation and classification of breast tumor using dynamic contrast-enhanced MR images. In: Ayache, N., Ourselin, S., Maeder, A. (eds.) MICCAI 2007, Part II. LNCS, vol. 4792, pp. 393-401. Springer, Heidelberg (2007)