Simulating solid lung nodules in MDCT images for CAD evaluation: Modeling, validation, and applications

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6514, Issue PART 1, 2007, Pages

  Zhang, Xiangwei ^a   Olcott, E ^b   Raffy, Philippe ^a   Yu, Naichang ^a   Chui, Haili ^a  

^a HOLOGIC INC   (United States)

^b STANFORD UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

CAD evaluation; Chest CT; Deformable geometric model; Lesion simulation; Lung nodules

Indexed keywords

COMPUTER AIDED DIAGNOSIS; COMPUTER SIMULATION; COMPUTERIZED TOMOGRAPHY; MATHEMATICAL MODELS; STATISTICAL METHODS;

DEFORMABLE GEOMETRIC MODEL; HIGH DIMENSIONAL DEFORMATIONS; JUXTA-VASCULAR NODULES; LESION SIMULATION; LUNG NODULE SIMULATION MODEL; SOLID LUNG NODULES; SYNTHETIC SOLID LUNG NODULES;

PULMONARY DISEASES;

EID: 35248868412     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.709666     Document Type: Conference Paper

References (10)

1. M. L. Giger, K. T. Bae, and H. MacMahon, "Computerized detection of pulmonary nodules in computed tomography images," Investigate. Radiol. 29, pp. 459-465, 1994.
2. S. G. Armato, M. L. Giger, C. J. Moran, J. T. Blackburn, K. Doi, and H. MacMahon, "Computerized detection of pulmonary nodules on CT scans," Radiographics 19, pp. 1303-1311, 1999.
3. K. Kanazawa, Y. Kawata, N. Niki, H. Satoh, H. Ohmatsu, R. Kakinuma, M. Kaneko, N. Moriyama, and K. Eguchi, "Computer-aided diagnostic system for pulmonary nodules based on helical CT images," in Computer-Aided Diagnosis Medical Imaging, K. Doi, H. MacMahon, M. L. Giger, and K. Hoffmann, eds., pp. 131-136, Elsevier, Amesterdam, The Netherlands, 1999.
4. M. G. Penedo, M. J. Carreira, A. Mosquera, and D. Cabello, "Computer-aided diagnosis: a neural-network-based approach to lung nodule detection," IEEE Transactions on Medical Imaging 17, pp. 872-880, December 1998.
5. Y. Lee, T. Hara, H. Fujita, S. Itoh, and T. Ishigaki, "Automated detection of pulmonary nodules in helical CT images based on an improved template-matching technique," IEEE Transactions on Medical Imaging 20, pp. 595-604, July 2001.
6. D. S. Paik, C. F. Beaulieu, G. D. Rubin, B. Acar, R. B. Jeffrey, Jr., J. Yee, J. Dey, and S. Napel, "Surface normal overlap: a computer-aided detection algorithm with application to colonic polyps and lung nodules in helical CT," IEEE Transactions on Medical Imaging 23, pp. 661-675, June 2004.
7. X. Zhang, G. McLennan, E. A. Hoffman, and M. Sonka "Automated detection of small-size pulmonary nodules based on helical ct images," in LNCS 3565: Proc. Information Processing in Medical Imaging 2005, pp. 664-676, 2005.
8. H. Chui, X. Zhang, E. Olcott, P. Raffy, and N. Yu "Evaluation of nodule growth measurement for mdct exams with different dosages using synthetic nodules," in RSNA 2006, 2006.
9. X. Zhang, E. Olcott, P. Raffy, N. Yu, and H. Chui "Simulating lung nodules in mdct images: modeling and validation," in ECR 2007, 2007.
10. F. L. Bookstein, "Principal warps: thin-plate splines and the decomposition of deformations," IEEE Transactions on Pattern Anal, and Mach. Intell. 11, pp. 567-585, 1989.