Automatic colonie polyp detection using multiobjective evolutionary techniques

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6144 III, Issue , 2006, Pages

  Li, Jiang ^a   Huang, Adam ^a   Yao, Jianhua ^a   Bitter, Ingmar ^a   Patrick, Nicholas ^b   Summers, Ronald M ^a   Pickhardt, Perry J ^c,d   Cho, J Richard ^c,d  

^a NATIONAL INSTITUTES OF HEALTH   (United States)

^b CENTER FOR DRUG EVALUATION AND RESEARCH   (United States)

^c UNIFORMED SERVICES UNIVERSITY OF THE HEALTH SCIENCES   (United States)

^d WALTER REED ARMY MEDICAL CENTER   (United States)

Author keywords

Computer Aided Detection; Genetic algorithm; Multiobjective Evolution; Pattern recognition; Statistical methods

Indexed keywords

COMPUTER-AIDED DETECTION; CT COLONOGRAPHY (CTC) SYSTEMS; MULTIOBJECTIVE EVOLUTION;

ALGORITHMS; COMPUTER AIDED ANALYSIS; COMPUTERIZED TOMOGRAPHY; DIAGNOSTIC RADIOGRAPHY; PATTERN RECOGNITION; STATISTICAL METHODS;

GENETIC ALGORITHMS;

EID: 33745151452     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.653546     Document Type: Conference Paper

References (18)

1. E. Zitzler, M. Laumanns, and L. Thiele, "Spea2: Improving the strength pareto evolutionary algorithm," technical report, Swiss Federal Institute of Technology, 2001.
2. A. Jemal, R. C. Tiwari, T. Murray, A. Ghafoor, A. Samuels, E. Ward, E. J. Feuer, and M. J. Thun, "Cancer statistics," CA Cancer J Clin 54, pp. 8-29, 2004.
3. R. M. Summers, A. Jerebko, M. Franaszek, J. Malley, and C. Johnson, "Colonic polyps: Complementary role of computer-aided detection in ct colonography," Radiology 225, pp. 391-399, 2002.
4. R. M. Summers, "Challenges for computer-aided diagnosis for ct colongraphy," Abdominal Imaging 27, pp. 268-274, 2002.
5. R. M. Summers, J. Yao, P. J. Pickhardt, M. Franaszek, I. Bitter, D. Brickman, V. Krishna, and J. R. Choi, "Computed tomographic virtual colonoscopy computer-aided polyp detection in a screening population," Gastroenterology 129, pp. 1832-1844, 2005.
6. H. Yoshida and J. Nappi, "Three-dimensional computer-aided diagnosis scheme for detection of colonie polyps," IEEE Trans on Medical Imaging 20(12), pp. 1261-1274, 2001.
7. D. S. Paik, C. F. Beaulieu, and G. D. R. et.al, "Surface normal overlap: A computer-aided detection algorithm with application to colonic polyps and lung nodules in helical et," IEEE Trans on Medical Imaging 23(6), pp. 661-675, 2004.
8. A. Huang, R. M. Summers, and A. K. Hara, "Surface curvature estimation for automatic colonic polyp detection," SPIE Medical Imaging 5746, pp. 393-402, 2005.
9. J. Yao and R. Summers, "3d colonic polyp segmentation using dynamic deformable surfaces," in SPIE Medical Imaging, 2004.
10. D. A. V. Veldhuizen and G. B. Lamont, "Multiobjective evolutionary algorithm test suites," in Proceedings of the 1999 ACM Symposium on Applied Computing, pp. 351-357, (San Antonio, Texas), 1999.
11. J. D. Schaffer, "Multiple objective optimization with vector evaluated genetic algorithms," in Genetic Algorithms and their Applications: Proceedings of the First International Conference on Genetic Algorithms, pp. 93-100, (Lawrence Erlbaum), 1985.
12. E. Zitzler, L. Thiele, M. Laumanns, C. M. Fonseca, and V. G. da Fonseca, "Performance assessment of multiobjective optimizers: An analysis and review," IEEE Trans on Evolutionary Computation 7(2), pp. 117-132, 2003.
13. C. A. C. Coello, "An updated survey of evolutionary multiobjective optimization techniques : State of the art and future trends," in Congress on Evolutionary Computation, pp. 3-13, (Washington, D.C), 1999.
14. M. A. Anastasio, M. A. Kupinski, and robert M. Nishikawa, "Optimization and froc analysis of rulebased detection schemes using a multiobjective approach," IEEE Transactions on Medical Imaging 17(6), pp. 1089-1093, 1998.
15. M. A. Kupinski and M. A. Anastasio, "Multiobjective genetic optimization of diagnostic classifiers with implications for generating receiver operating characteristic curves," IEEE Transactions on Medical Imaging 18(8), pp. 675-685, 1999.
16. L. T. Bui, D. Essam, H. A. Abbass, and D. Green, "Performance analysis of evolutionary multi-objective optimization methods in noisy environments," in Proceedings of The 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems, pp. 29-39, (Cairns, Australia), 2004.
17. Z. Michalewicz, Genetic Algorithms + Data Structures = Evolution Programs, Springer-Verlag, Berlin, Heidelberg, NY, third ed., 1999.
18. C. A. C. Coello, "A survey of constraint handling techniques used with evolutionary algorithms," technical report lania-ri-99-04, Laboratorio Nacional de Informtica Avanzada, Xalapa, Veracruz, Mexico, 1999.