Quantitative analysis of airway abnormalities in CT

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7624, Issue , 2010, Pages

  Petersen, Jens ^a   Lo, Pechin ^a   Nielsen, Mads ^a   Edula, Goutham ^b   Ashraf, Haseem ^c   Dirksen, Asger ^c   De Bruijne, Marleen ^a,d  

^a UNIVERSITY OF COPENHAGEN   (Denmark)

^b ASTRAZENECA R AND D   (Sweden)

^c GENTOFTE UNIVERSITY HOSPITAL   (Denmark)

^d ERASMUS MEDICAL CENTER   (Netherlands)

Author keywords

Airway; COPD; coupled surface; graph cut; lung function

Indexed keywords

AIR TRANSPORTATION; ALGORITHMS; BIOLOGICAL ORGANS; COMPUTER AIDED DIAGNOSIS; COST FUNCTIONS; DIAGNOSIS; GRAPHIC METHODS; IMAGE SEGMENTATION; MEDICAL IMAGING; PULMONARY DISEASES;

CHRONIC OBSTRUCTIVE PULMONARY DISEASE; COPD; GRAPH CUT; GRAPH-CUT METHODS; LUNG CANCER SCREENING; LUNG FUNCTION; PULMONARY FUNCTION TEST; REPRODUCIBILITIES;

COMPUTERIZED TOMOGRAPHY;

EID: 84878302865     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.843937     Document Type: Conference Paper

References (28)

1. Hogg, J. C., Chu, F., Utokaparch, S., Woods, R., Elliot, W. M., Buzatu, L., Cherniack, R. M., Rogers, R. M., Sciurba, F. C., Coxson, H. O., Paré, P. D., "The nature of small-airway obstruction in chronic obstructive pulmonary disease," The New England Journal of Medicine 350(26), 2645-2653 (2004).
2. Rabe, K. F., Hurd, S., Anzueto, A., Barnes, P. J., Buist, S. A., Calverley, P., Fukuchi, Y., Jenkins, C., Rodriguez-Roisin, R., van Weel, C., Zielinski, J., "Global strategy for the diagnosis, management, prevention of chronic obstructive pulmonary disease: GOLD executive summary.," American Journal of Respitory and Critical Care Medicine 176, 532-555 (September 2007).
3. Nakano, Y., Wong, J. C., de Jong, P. A., Buzatu, L., Nagao, T., Coxson, H. O., Elliott, W. M., Hogg, J. C., Paré, P. D., "The prediction of small airway dimensions using computed tomography," American Journal of Respiratory and Critical Care Medicine 171, 142-146 (2005).
4. Patel, B. D., Coxson, H. O., Pillai, S. G., Agusti, A. G. N., Calverley, P. M. A., Donner, C. F., Make, B. J., Müller, N. L., Rennard, S. I., Vestbo, J., Wouters, E. F. M., Hiorns, M. P., Nakano, Y., Camp, P. G., Fauerbach, P. V. N., Screaton, N. J., Campbell, E. J.,erson, W. H., Paré, P. D., Levy, R. D., Lake, S. L., Silverman, E. K., Lomas, D. A., on behalf of the International COPD Genetics Network, "Airway wall thickening and emphysema show independent familial aggregation in chronic obstructive pulmonary disease," American Journal of Respiratory and Critical Care Medicine 178, 500-505 (2008).
5. Washko, G. R., Dransfield, M. T., Estépar, R. S. J., Diaz, A., Matsuoka, S., Yamashiro, T., Hatabu, H., Silverman, E. K., Bailey, W. C., Reilly, J. J., "Airway wall attenuation: a biomarker of airway disease in subjects with COPD," Journal of Applied Physiology 107, 185-191 (April 2009).
6. Estépar, R. S. J., Washko, G. G., Silverman, E. K., Reilly, J. J., Kikinis, R., Westin, C.-F., "Accurate airway wall estimation using phase congruency," in [MICCAI (2)], 125-134 (2006).
7. Kiraly, A. P., Odry, B. L., Naidich, D. P., Novak, C. L., "Boundary-specific cost functions for quantitative airway analysis," in [MICCAI (1)], 784-791 (2007).
8. Tschirren, J., Hoffman, E. A., McLennan, G., Sonka, M., "Intrathoracic airway trees: segmentation and airway morphology analysis from low-dose CT scans," IEEE Trans. Med. Imaging 24(12), 1529-1539 (2005).
9. Tschirren, J., Hoffman, E. A., McLennan, G., Sonka, M., "Segmentation and quantitative analysis of intrathoracic airway trees from computed tomography images," Proceedings of the American Thoracic Society 2, 484-487 (2005).
10. Weinheimer, O., Achenbach, T., Bletz, C., Düber, C., Kauczor, H.-U., Heussel, C. P., "About objective 3-D analysis of airway geometry in computerized tomography," IEEE Trans. Med. Imaging 27(1), 64-74 (2008).
11. Li, K., Wu, X., Chen, D. Z., Sonka, M., "Efficient optimal surface detection: theory, implementation, experimental validation," Medical Imaging 2004: Image Processing. Edited by Fitzpatrick, J. Michael; Sonka, Milan. Proceedings of the SPIE. 5370, 620-627 (2004).
12. Lo, P., van Ginneken, B., Reinhardt, J. M., de Bruijne, M., "Extraction of airways from CT (EXACT' 09)," in [Proc. of Second International Workshop on Pulmonary Image Analysis], 175-189 (2009).
13. Namkug, K., Beom, S. J., Sik, S. K., Jin, C. E., Ho, K. S., "Semi-automatic measurement of the airway dimension by computed tomography using the full-width-half-maximum method: a study on the measurement accuracy according to the CT parameters and size of the airway.," Korean journal of radiology : official journal of the Korean Radiological Society 9, 226-235 (2008).
14. Reinhardt, J. M., D'Souza, N. D., Hoffman, E. A., "Accurate measurement of intrathoracic airways," IEEE Trans. Med. Imaging 16, 820-827 (December 1997).
15. Li, K., Wu, X., Chen, D. Z., Sonka, M., "Optimal surface segmentation in volumetric images-a graphtheoretic approach," IEEE Trans. Pattern Anal. Mach. Intell. 28(1), 119-134 (2006).
16. Greig, D. M., Porteous, B. T., Seheult, A. H., "Exact maximum a posteriori estimation for binary images," Journal of the Royal Statistical Society. Series B (Methodological) 51(2), 271-279 (1989).
17. Achenbach, T., Weinheimer, O., Biedermann, A., Schmitt, S., Freudenstein, D., Goutham, E., Kunz, R. P., Buhl, R., Dueber, C., Heussel, C. P., "MDCT assessment of airway wall thickness in COPD patients using a new method: correlations with pulmonary function tests," European Radiology 18(12), 2731-2738 (2008).
18. Berger, P., Perot, V., Desbarats, P., de Lara, J. M. T., Marthan, R., Laurent, F., "Airway wall thickness in cigarette smokers: Quantitative thin-section CT assessment," Radiology 235, 1055-1064 (2005).
19. Coxson, H. O., Quiney, B., Sin, D. D., Xing, L., McWilliams, A. M., Mayo, J. R., Lam, S., "Airway wall thickness assessed using computed tomography and optical coherence tomography," American Journal of Respitory and Critical Care Medicine 177, 1201-1206 (2008).
20. Lee, Y. K., Oh, Y.-M., Lee, J.-H., Kim, E. K., Lee, J. H., Kim, N., Seo, J. B., Lee, S. D., "Quantitative assessment of emphysema, air trapping, airway thickening on computed tomography," Lung 186, 277 (August 2008).
21. Orlandi, I., Moroni, C., Camiciottoli, G., Bartolucci, M., Pistolesi, M., Villari, N., Mascalchi, M., "Chronic obstructive pulmonary disease: Thin-section CT measurement of airway wall thickness and lung attenuation," Radiology 234, 604-610 (2005).
22. Lo, P., Sporring, J., Ashraf, H., Pedersen, J. J. H., , de Bruijne, M., "Vessel-guided airway segmentation based on voxel classification," The first International Workshop on Pulmonary Image Analysis 1, 113-122 (2008).
23. Schlathölter, T., Lorenz, C., Carlsen, I. C., Renisch, S., Deschamps, T., "Simultaneous segmentation and tree reconstruction of the airways for virtual bronchoscopy," in [SPIE International Symposium on Medical Imaging], (feb 2002).
24. Boykov, Y., Kolmogorov, V., "An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision," Pattern Analysis and Machine Intelligence, IEEE Transactions on 26(9), 1124-1137 (2004).
25. Pedersen, J. H., Ashraf, H., Dirksen, A., Bach, K., Hansen, H., Toennesen, P., Thorsen, H., Brodersen, J., Skov, B. G., Døssing, M., Mortensen, J., Richter, K., Clementsen, P., Seersholm, N., "The danish randomized lung cancer CT screening trial-overall design and results of the prevalence round.," J Thorac Oncol 4, 608-614 (May 2009).
26. Sørensen, L., Lo, P., Ashraf, H., Sporring, J., Nielsen, M., de Bruijne, M., "Learning COPD sensitive filters in pulmonary CT.," in [MICCAI (1)], Yang, G.-Z., Hawkes, D. J., Rueckert, D., Noble, J. A., 0002, C. J. T., eds., Lecture Notes in Computer Science 5762, 699-706, Springer (2009).
27. Dirksen, A., Dijkman, J. H., Madsen, F., Stoel, B., Hutchison, D. C. S., Ulrik, C. S., Skovgaard, L. T., Kok-Jensen, A., Rudolphus, A., Seersholm, N., Vrooman, H. A., Reiber, J. H. C., Hansen, N. C., Heckscher, T., Viskum, K., Stolk, J., "A randomized clinical trial of 1-antitrypsin augmentation therapy," American Journal of Respiratory and Critical Care Medicine 160, 1468-1472 (1999).
28. Dirksen, A., Piitulainen, E., Parr, D. G., Deng, C., Wencker, M., Shaker, S. B., Stockley, R. A., "Exploring the role of CT densitometry: a randomised study of augmentation therapy in 1-antitrypsin deficiency," European Respiratory Journal 33, 1345-1353 (2009).