Three-dimensional human airway segmentation methods for clinical virtual bronchoscopy

Academic Radiology

Volumn 9, Issue 10, 2002, Pages 1153-1168

  Kiraly, Atilla P ^a   Higgins, William E ^a,b,c   McLennan, Geoffrey ^c   Hoffman, Eric A ^c,d   Reinhardt, Joseph M ^d  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

^b The Center for Nanotechnology Education and Utilization   (United States)

^c UNIVERSITY OF IOWA   (United States)

^d University of Iowa   (United States)

Author keywords

Bronchi, CT; Bronchoscopy; Computed tomography (CT), image processing; Computed tomography (CT), three dimensional; Trachea, CT

Indexed keywords

AIRWAY; ALGORITHM; ARTICLE; BRONCHOSCOPY; BRONCHUS; COMPUTER ASSISTED TOMOGRAPHY; IMAGE PROCESSING; PRIORITY JOURNAL; THREE DIMENSIONAL IMAGING; TRACHEA; VIRTUAL REALITY;

EID: 0036787454     PISSN: 10766332     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1076-6332(03)80517-2     Document Type: Article

References (47)

1. Hoffman EA, McLennan G. Assessment of the pulmonary structure-function relationship and clinical outcomes measures: quantitative volumetric CT of the lung. Acad Radiol 1997; 4:758-776.
2. Kazerooni EA. High-resolution CT of the lungs. AJR Am J Roentgenol 2001; 177:501-519.
3. Rubin GD, Beaulieu CF, Argiro V, et al. Perspective volume rendering of CT and MR images: applications for endoscopic imaging. Radiology 1996; 199:321-330.
4. Summers RM, Feng DH, Holland SM, Sneller MC, Shelhamer JH, Virtual bronchoscopy: segmentation method for real-time display. Radiology 1996; 200:857-862.
5. Summers RM. Image gallery: a tool for rapid endobronchial lesion detection and display using virtual bronchoscopy. J Digit Imaging 1998; 11(suppl 1):53-55.
6. Englmeier KH, Haubner M, Kraplicher C, et al. Virtual bronchoscopy based on spiral-CT images, Proc SPIE 1999; 3335:427-438.
7. Konin E, Katz M, Rozenman J, Ben-Shlush A, Itzchak Y, Szeinberg A. Virtual bronchoscopy in children: early clinical experience. AJR Am J Roentgenol 1998; 171:1699-1702.
8. Higgins WE, Ramaswamy K, Swift R, McLennan G, Hoffman EA. Virtual bronchoscopy for 3D pulmonary image assessment: state of the art and future needs. RadioGraphics 1998; 18:761-778.
9. Haponik EF, Aquino SL, Vining DJ. Virtual bronchoscopy. Clin Chest Med 1999; 20:201-217.
10. Aquino SL, Vining DJ. Virtual bronchoscopy. Clin Chest Med 1999; 20:725-730.
11. Sherbondy AJ, Kiraly AP, Austin AL, et al. Virtual bronchoscopic approach for combining 3D CT and endoscopic video. Proc SPIE 2000; 3978:104-116.
12. Mori K, Hasegawa J, Suenaga Y, Toriwaki J. Automated anatomical labeling of the bronchial branch and its application to the virtual bronchoscopy system. IEEE Trans Med Imaging 2000; 19:103-114.
13. Higgins WE, Helferty JP, Hoffman EA, Kiraly AP, Ross AF, McLennan G. In vivo validation of CT-guided bronchoscopic biopsy (abstr). Am J Respir Crit Care Med 2001; 16:A776.
14. McLennan G, Helferty JP, Hoffman EA, Sherbondy AJ, Ferguson JS, Higgins WE. Virtual endoscopic guidance of bronchoscopy: phantom studies (abstr). Am J Respir Crit Care Med 2001; 16:A777.
15. Higgins WE, Kiraly AP, Sherbondy AJ, Turlington JZ, Hoffman EA, McLennan G. Use of integrated virtual-bronchoscopic analysis during live bronchoscopy (abstr). Radiology 2001; 221(P):719.
16. Amirav I, Kramer SS, Grunstein MM, Hoffman EA. Assessment of methacholine-induced airway constriction by ultrafast high-resolution computed tomography. J Appl Physiol 1993; 75:2239-2250.
17. Pisupati C, Wolff L, Mitzner W, Zerhouni E. Tracking 3-D pulmonary tree structure. In: Proceedings of the IEEE Workshop on Math Meth in Biomed Image Anal. Piscataway, NJ: IEEE Press, 1996; 160-169.
18. Reinhardt JM, D'Souza ND, Hoffman EA. Accurate measurement of intrathoracic airways. IEEE Trans Med Imaging 1997; 16:820-827.
19. Sauret V, Goatman KA, Fleming JS, Bailey AG. Semi-automated tabulation of the 3D topology and morphology of branching networks using CT: application to the airway tree. Phys Med Biol 1999; 44:1625-1638.
20. Swift RD, Kiraly AP, Sherbondy AJ, et al. Automatic axis generation for virtual bronchoscopic assessment of major airway obstructions. Comput Med Imaging Graph 2002; 26:103-118.
21. Sonka M, Park W, Hoffman EA. Rule-based detection of intrathoracic airway trees. IEEE Trans Med Imaging 1996; 15:314-326.
22. Bilgen D. Segmentation and analysis of the human airway tree from 3D x-ray CT images. Thesis. University of Iowa, Iowa City, 2000.
23. Sonka M, Park W, Hoffman E. Validation of an enhanced knowledge-based method for segmentation and quantitative analysis of intrathoracic airway trees from three-dimensional CT images. Proc SPIE 1995; 2433:158-166.
24. Wood S, Zerhouni E, Hoford J, Hoffman E, Mitzner W. Measurement of three-dimensional lung tree structures by using computed tomography. J Appl Physiol 1995; 79:1687-1697.
25. Mori K, Hasegawa J, Toriwaki J, Anno H, Katada K. Recognition of bronchus in three dimensional x-ray CT images with application to virtualized bronchoscopy system. In: Proceedings of the 13th International Conference on Pattern Recognition. Vol 3. Piscataway, NJ: IEEE Press, 1996; 528-532.
26. Pisupati C, Wolff L, Mitzner W, Zerhouni E. Segmentation of 3D pulmonary trees using mathematical morphology. In: Mathematical morphology and its applications to image and signal processing. Atlanta, Ga: Kluwer Academic Publishers, 1996; 409-416.
27. Swift RD, Higgins WE, Hoffman EA, McLennan G, Reinhardt JM. Automatic axis generation for 3D virtual-bronchoscopic assessment. Proc SPIE 1998; 3337:73-84.
28. Prêteux F, Fetita C, Grenier P, Capderou A. Modeling, segmentation and caliber estimation of bronchi in high-resolution computerized tomography. J Electron Imaging 1999; 8:36-45.
29. Fetita C, Prêteux F. Bronchial tree modeling and 3D reconstruction. Proc SPIE 2000; 4121:16-29.
30. Law TY, Heng PA. Automated extraction of bronchus from 3D CT images of lung based on genetic algorithm and 3D region growing. Proc SPIE 2000; 3979:906-916.
31. Kiraly AP, Higgins WE, Hoffman EA, McLennan G, Reinhardt J. 3D human airway segmentation for virtual bronchoscopy. Proc SPIE 2002; 4683:16-29.
32. Choi HS, Haynor DR, Kim Y. Partial volume tissue classification of multichannel magnetic resonance images: a mixel model. IEEE Trans Med Imaging 1991; 10:395-407.
33. Soltanian-Zadeh H, Windham JP, Yagle AE. Optimal transformation for correcting partial volume averaging effects in magnetic resonance imaging. IEEE Trans Med Imaging 1993; 40:1204-1212.
34. Santago P, Gage HD. Statistical models of partial volume effect. IEEE Trans Image Proc 1995; 4:1531-1540.
35. Tardif PM. Virtual reality in radiology: virtual intervention. Proc SPIE 2001; 4322:1005-1014.
36. Kalender W. Computed tomography: fundamentals, system technology, image quality, applications. Munich, Germany: Publicis MCD Verlag, 2000.
37. Park W, Hoffman EA, Sonka M. Segmentation of intrathoracic airway trees: a fuzzy logic approach. IEEE Trans Med Imaging 1998; 17:489-497.
38. Schlatholter T, Lorenz C, Carlsen IC, Renisch S, Deschamps T. Simultaneous segmentation and tree reconstruction of the airways for virtual bronchoscopy. Proc SPIE 2002; 4684.
39. Serra J. Image analysis and mathematical morphology. San Diego, Calif: Academic Press, 1988.
40. Gonzalez RC, Woods RE. Digital image processing. Reading, Mass: Addison Wesley, 1992.
41. Hu S, Hoffman EA, Reinhardt JM. Automatic lung segmentation for accurate quantitation of volumetric x-ray CT images. IEEE Trans Med Imaging 2001; 20:490-498.
42. Kiraly AP, Higgins WE. 3D human airway segmentation for virtual bronchoscopy. In: IEEE Int Conference on Image Processing. Piscataway, NJ: IEEE Press, 2002.
43. Lorensen WE, Cline HE. Marching cubes: a high resolution 3D surface construction algorithm. Comput Graph 1987; 21:163-169.
44. Helferty JP, Sherbondy AJ, Hoffman EA, McLennan G, Higgins WE. Experiments in virtual-endoscopy guidance of bronchoscopy. Proc SPIE 2001; 4321:111-121.
45. Helferty JP, Higgins WE. Technique for registering 3D virtual CT images to endoscopic video. In: IEEE Int Conf Image Processing. Piscataway, NJ: IEEE Press, 2001; 893-896.
46. Schroeder W, Martin K, Lorensen B. The visualization toolkit: an object-oriented approach to 3D graphics. Upper Saddle River, NJ: Prentice Hall, 1997.
47. Turlington JZ, Higgins WE. New techniques for efficient sliding thin-slab volume visualization. IEEE Trans Med Imaging 2001; 20:823-835.