Development and validation of automated 2D-3D bronchial airway matching to track changes in regional bronchial morphology using serial low-dose chest CT scans in children with chronic lung disease

Journal of Digital Imaging

Volumn 23, Issue 6, 2010, Pages 744-754

  Raman, Pavithra ^a   Raman, Raghav ^a   Newman, Beverley ^a   Venkatraman, Raman ^a   Raman, Bhargav ^a   Robinson, Terry E ^a  

^a STANFORD UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

3D imaging (imaging, three dimensional); algorithms; chest CT; computer analysis; image analysis; image processing; image registration; imaging; lung; lung diseases; radiation dose; reproducibility of results; three dimensional

Indexed keywords

3D IMAGING; CHEST CT; COMPUTER ANALYSIS; IMAGING; LUNG; LUNG DISEASE; RADIATION DOSE; REPRODUCIBILITIES;

ALGORITHMS; AUTOMATION; BIOLOGICAL ORGANS; DOSIMETRY; IMAGE MATCHING; IMAGE REGISTRATION; IMAGING SYSTEMS; PULMONARY DISEASES; THICKNESS MEASUREMENT; THREE DIMENSIONAL; VOLUME MEASUREMENT; WALLS (STRUCTURAL PARTITIONS);

COMPUTERIZED TOMOGRAPHY;

ADOLESCENT; ALGORITHM; ARTICLE; CHILD; COMPUTER ASSISTED TOMOGRAPHY; CYSTIC FIBROSIS; HUMAN; LUNG; LUNG DISEASE; METHODOLOGY; PATHOLOGY; RADIATION DOSE; RADIOGRAPHY; VALIDATION STUDY;

ADOLESCENT; ALGORITHMS; CHILD; CYSTIC FIBROSIS; HUMANS; LUNG; LUNG DISEASES; RADIATION DOSAGE; TOMOGRAPHY, X-RAY COMPUTED;

EID: 78650625033     PISSN: 08971889     EISSN: 1618727X     Source Type: Journal    
DOI: 10.1007/s10278-009-9199-3     Document Type: Article

References (58)

1. RM Shah W Sexauer BJ Ostrum, et al. 1997 High-resolution CT in the acute exacerbation of cystic fibrosis: evaluation of acute findings, reversibility of those findings, and clinical correlation AJR Am J Roentgenol 169 375 380 1:STN:280:DyaK2szos1Knug%3D%3D 9242738
2. TH Helbich G Heniz-Peer D Fleischmann, et al. 1999 Evolution of CT findings in patients with cystic fibrosis AJR Am J Roentgenol 173 81 88 1:STN:280:DyaK1MzitlagsQ%3D%3D 10397104
3. AS Brody PL Molina JS Klein, et al. 1999 High-resolution computed tomography of the chest in children with cystic fibrosis: support for use as an outcome surrogate Pediatr Radiol 29 731 735 1:STN:280:DyaK1MvlslShtg%3D%3D 10.1007/s002470050684 10525778 (Pubitemid 29450139)
4. TE Robinson AN Leung WH Northway, et al. 2001 Spirometer-triggered high-resolution computed tomography and pulmonary function measurements during an acute exacerbation in patients with cystic fibrosis J Pediatr 138 553 559 1:STN:280:DC%2BD3MzktVWrug%3D%3D 10.1067/mpd.2001.110526 11295720 (Pubitemid 32156431)
5. SZ Nasr LR Kuhns RW Brown, et al. 2001 Use of computerized tomography and chest x-rays in evaluating efficacy of aerosolized recombinant human DNase in cystic fibrosis patients younger than age 5 years: a preliminary study Pediatr Pulmonol 31 377 382 1:STN:280:DC%2BD3MvitlGktA%3D%3D 10.1002/ppul.1061 11340684 (Pubitemid 32417256)
6. TE Robinson AN Leung WH Northway, et al. 2003 Composite spirometric-computed tomography outcome measure in early cystic fibrosis lung disease Am J Respir Crit Care Med 168 588 593 10.1164/rccm.200209-1093OC 12746252 (Pubitemid 37088603)
7. TE Robinson 2004 High-resolution CT scanning: potential outcome measure Curr Opinion Pulm Med 10 6 537 541 10.1097/01.mcp.0000142924.38801.45
8. Moss RB, Rodman D, Spencer LT, et al: Repeated adeno-associated virus serotype 2 aerosol-mediated cystic fibrosis transmembrane regulator gene transfer to the lungs of patients with cystic fibrosis: a multicenter, double-blind, placebo-controlled trial. Chest 125:509-521, 2004
9. PA de Jong Y Nakano MH Lequin, et al. 2004 Progressive damage on high resolution computed tomography despite stable lung function in cystic fibrosis Eur Respir J 23 1 93 97 10.1183/09031936.03.00006603 14738238 (Pubitemid 38088503)
10. AS Brody H Sucharew JD Campbell, et al. 2005 Computed tomography correlates with pulmonary exacerbations in children with cystic fibrosis Am J Respir Crit Care Med 172 1128 1132 10.1164/rccm.200407-989OC 16100015 (Pubitemid 43066648)
11. PA de Jong Y Nakano WC Hop, et al. 2005 Changes in airway dimensions on computed tomography scans of children with cystic fibrosis Am J Respir Crit Care Med 172 218 224 10.1164/rccm.200410-1311OC 15831838 (Pubitemid 40981197)
12. AS Brody HA Tiddens RG Castile, et al. 2005 Computed tomography in the evaluation of cystic fibrosis lung disease Am J Respir Crit Care Med 172 1246 1252 10.1164/rccm.200503-401PP 16100011 (Pubitemid 43076562)
13. PA de Jong A Lindblad Rubin, et al. 2006 Progression of lung disease on computed tomography and pulmonary function tests in children and adults with cystic fibrosis Thorax 61 80 85 10.1136/thx.2005.045146 16244089 (Pubitemid 43106983)
14. HA Tiddens PA de Jong 2006 Update on the application of chest computed tomography scanning to cystic fibrosis Curr Opinion Pulm Med 12 433 439 10.1097/01.mcp.0000245717.82009.ca (Pubitemid 44624604)
15. SZ Nasr D Gordon E Sakmar, et al. 2006 High resolution computerized tomography of the chest and pulmonary function testing in evaluating the effect of tobramycin solution for inhalation in cystic fibrosis patients Pediat Pulmonol 41 1129 1137 10.1002/ppul.20447 (Pubitemid 44893865)
16. EP Judge JD Dodd JB Masterson, et al. 2006 Pulmonary abnormalities on high-resolution CT demonstrate more rapid decline than FEV1 in adults with cystic fibrosis Chest 130 1424 1432 10.1378/chest.130.5.1424 17099020 (Pubitemid 44786736)
17. TE Robinson 2007 Imaging of the chest in cystic fibrosis Clin Chest Med 28 2 405 421 10.1016/j.ccm.2007.02.012 17467556 (Pubitemid 46654482)
18. TE Robinson 2007 Computed tomography scanning techniques for the evaluation of cystic fibrosis lung disease Proc Am Thorac Soc 4 4 310 315 10.1513/pats.200612-184HT 17652492 (Pubitemid 47330862)
19. PA de Jong HA Tiddens 2007 Cystic fibrosis specific computed tomography scoring Proc Am Thorac Soc 4 4 338 342 10.1513/pats.200611-175HT 17652497 (Pubitemid 47330867)
20. ImPACT Group: CT dosimetry tool. Impact, St. George's Healthcare NHS Trust, London. http://www.impactscan.org/ctdosimetry.htm. Accessed 12 Dec 2008, 2007
21. W Huda KM Ogden 2008 Computing effective doses to pediatric patients undergoing body CT examinations Pediatr Radiol 38 415 423 10.1007/s00247-007- 0732-6 18196231
22. PA Grenier C Beigelman-Aubry C Fetita, et al. 2003 Multidetector-row CT of the airways Semin Roentgenol 38 146 157 10.1016/S0037-198X(03)00017-8 12854438 (Pubitemid 36713696)
23. MH Bagheri SK Hosseini SH Mostafavi, et al. 2003 High-resolution CT in chronic pulmonary changes after mustard gas exposure Acta Radiol 44 241 245 1:STN:280:DC%2BD3s3jtVaquw%3D%3D 12751992
24. GC Ooi PL Khong M Chan-Yeung, et al. 2002 High-resolution CT quantification of bronchiectasis: clinical and functional correlation Radiology 225 663 672 10.1148/radiol.2253011575 12461244
25. HA Tiddens PA de Jong 2007 Imaging and clinical trials in cystic fibrosis Proc Am Thorac Soc 4 4 343 346 10.1513/pats.200611-174HT 17652498 (Pubitemid 47330868)
26. AS Brody 2007 Computed tomography scanning in cystic fibrosis research trials: practical lessons from three clinical trials in the United States Proc Am Thorac Soc 4 4 350 354 10.1513/pats.200611-182HT 17652500 (Pubitemid 47330870)
27. M Bhalla N Turcios V Aponte, et al. 1991 Cystic fibrosis: scoring system with thin-section CT Radiology 179 783 788 1:STN:280:DyaK3M3islCquw%3D%3D 2027992
28. I Nathanson K Conboy S Murphy, et al. 1991 Ultrafast computerized tomography of the chest in cystic fibrosis: a new scoring system Pediatr Pulmonol 11 81 86 1:STN:280:DyaK38%2FitVSjtQ%3D%3D 10.1002/ppul.1950110112 1923671
29. M Maffessanti M Candusso F Brizzi, et al. 1996 Cystic fibrosis in children: HRCT findings and distribution of disease J Thorac Imaging 11 27 38 1:STN:280:DyaK28zms1KntQ%3D%3D 10.1097/00005382-199601110-00002 8770824
30. PA de Jong MD Ottink SG Robben, et al. 2004 Pulmonary disease assessment in cystic fibrosis: comparison of CT scoring systems and value of bronchial and arterial dimension measurements Radiology 231 434 439 10.1148/radiol.2312021393 15064392 (Pubitemid 38552901)
31. SM Moskowitz RL Gibson EL Effmann 2005 Cystic fibrosis lung disease: genetic influences, microbial interactions, and radiological assessment Pediatr Radiol 35 739 757 10.1007/s00247-005-1445-3 15868140 (Pubitemid 41131174)
32. AS Brody MR Kosorok Z Li, et al. 2006 Reproducibility of a scoring system for computed tomography scanning in cystic fibrosis J Thorac Imaging 21 14 21 10.1097/01.rti.0000203937.82276.ce 16538150
33. FR Long RS Williams RG Castile 2004 Structural airway abnormalities in infants and young children with cystic fibrosis J Pediatr 144 154 161 10.1016/j.jpeds.2003.09.026 14760252 (Pubitemid 38869388)
34. TM Martinez CJ Llapur TH Williams, et al. 2005 High-resolution tomography imaging of airway disease in infants with cystic fibrosis Am J Respir Crit Care Med 172 1133 1138 10.1164/rccm.200412-1665OC 16051903 (Pubitemid 43066649)
35. ML Goris HJ Zhu F Blankenberg, et al. 2003 An automated approach to quantitative 2 air trapping measurements in mild cystic fibrosis Chest 123 1655 1663 10.1378/chest.123.5.1655 12740287 (Pubitemid 36549789)
36. AS Bonnel SM Song K Kesavaraju, et al. 2004 Quantitative air trapping analysis in children with mild cystic fibrosis pulmonary disease Pediatr Pulmonol 38 396 405 10.1002/ppul.20091 15390349 (Pubitemid 39425679)
37. TE Robinson ML Goris HJ Zhu, et al. 2005 Changes in quantitative air trapping, pulmonary function, and chest HRCT scores in CF children during a Pulmozyme intervention study Chest 128 2327 2335 1:CAS:528:DC%2BD2MXhtF2msL%2FN 10.1378/chest.128.4.2327 16236891 (Pubitemid 41507576)
38. Y Nakano S Muro H Sakai, et al. 2000 Computed tomographic measurements of airway dimensions and emphysema in smokers. Correlation with lung function Am J Respir Crit Care Med 162 1102 1108 1:STN:280:DC%2BD3cvotFaitw%3D%3D 10988137
39. GG King NL Muller KP Whittall, et al. 2000 An analysis algorithm for measuring airway lumen and wall areas from high-resolution computed tomography data Am J Respir Crit Care Med 161 574 580 1:STN:280:DC%2BD3c7otVaksw%3D%3D 10673202
40. Y Nakano KP Whittall SE Kalloger, et al. 2002 Development and validation of human airway analysis algorithm using multidetector row CT SPIE 4683 460 469 10.1117/12.463615 (Pubitemid 35237231)
41. Tschirren J, Palagyi K, Hoffman EA, et al: Segmentation, skeletonization, and brnchpoint matching; a fully automated quantitative evaluation of human intrathoracic airway trees. In: Dohi T, Kikinis R Eds. Proceedings of the Fifth International Conference on Medical Image Computing and Computer Assisted Intevention, 2002, Tokyo, Japan. Berlin: Springer, 2002, pp. 12-19
42. Tschirren J, Hoffman EA, McLennan, et al: Branchpoint labeling and matching in humn airway trees. In: Clough AVA, Amir A Eds. Proceedings of the SPIE Medical Imaging 2003, San Diego, CA, 2003, pp 187-194
43. Y Nakano JC Wong PA de Jong, et al. 2005 The prediction of small airway dimensions using computed tomography Am J Respir Crit Care Med 171 2 142 146 10.1164/rccm.200407-874OC 15516531 (Pubitemid 40105413)
44. J Tschirren EA Hoffman McLennan, et al. 2005 Intrathoracic airway trees: segmentation and airway morphology analysis from low dose CT scans IEEE Trans Med Imaging 24 1529 1539 10.1109/TMI.2005.857654 16353370 (Pubitemid 41812021)
45. R Venkatraman R Raman B Raman, et al. 2006 Fully automated system for three-dimensional bronchial morphology analysis using volumetric multidetector computed tomography of the chest Journal of Digial Imaging 19 2 132 139 10.1007/s10278-005-9240-0 (Pubitemid 44426879)
46. JR Dame Carroll A Chandra AS Jones, et al. 2006 Airway dimensions measured from micro-computed tomography and high-resolution computed tomography Eur Respir J 28 4 712 720 1:STN:280:DC%2BD28rotFeksQ%3D%3D 10.1183/09031936.06. 00012405 16870669 (Pubitemid 46331990)
47. SA Little MW Sproule MD Cowan, et al. 2002 High resolution computed tomographic assessment of airway wall thickness in chronic asthma: reproducibility and relationship with lung function and severity Thorax 57 247 253 1:STN:280:DC%2BD387jt1artg%3D%3D 10.1136/thorax.57.3.247 11867830 (Pubitemid 34214412)
48. H Gono K Fujimoto S Kawakami, et al. 2003 Evaluation of airway wall thickness and air trapping by HRCT in asymptomatic asthma Eur Respir J 22 965 971 1:STN:280:DC%2BD3srpvVakuw%3D%3D 10.1183/09031936.03.00085302 14680087
49. M Suter J Tschirren J Reinhardt, et al. 2004 Evaluation of the human airway with multi-detector x-ray-computed tomography and optical imaging Physiol Meas 25 837 847 10.1088/0967-3334/25/4/005 15382825 (Pubitemid 39121168)
50. H Takao I Doi M Tateno 2006 Evaluation of an automated system for temporal subtraction of thin-section thoracic CT Br J Radiol 80 85 89 10.1259/bjr/29418923 16854963
51. TA Sundaram JC Gee 2005 Towards a model of lung biomechanics: pulmonary kinematics via registration of serial lung images Med Image Anal 9 524 537 10.1016/j.media.2005.04.002 15896996 (Pubitemid 41508692)
52. E Schreibmann L Xing 2006 Image registration with auto-mapped control volumes Med Phys 33 1165 1179 10.1118/1.2184440 16696494
53. AP Reeves AB Chan DF Yankelevitz, et al. 2006 On measuring the change in size of pulmonary nodules IEEE Trans Med Imaging 25 435 450 10.1109/TMI.2006. 871548 16608059
54. MG Danilouchkine JJ Westenberg HC van Assen, et al. 2005 3D model-based approach to lung registration and prediction of respiratory cardiac motion Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv 8 951 959
55. MM Coselmon JM Balter DL McShan, et al. 2004 Mutual information based CT registration of the lung at exhale and inhale breathing states using thin-plate splines Med Phys 31 2942 2948 10.1118/1.1803671 15587645 (Pubitemid 39552683)
56. M Betke H Hong D Thomas, et al. 2003 Landmark detection in the chest and registration of lung surfaces with an application to nodule registration Med Image Anal 7 265 281 10.1016/S1361-8415(03)00007-0 12946468 (Pubitemid 37086637)
57. PE Shrout JL Fleiss 1979 Intraclass correlations; uses in assessing rater reliability Psychological Bulletin 86 2 420 428 1:STN:280: DC%2BD1cnkslSnsg%3D%3D 10.1037/0033-2909.86.2.420 18839484
58. DJ Schuirmann 1987 A comparison of the two one-sided tests procedure and the power approach for assessing the equivalence of average bioavailability J Pharmacokinet Biopharm 15 6 657 680 1:STN:280:DyaL1c3jtVajtQ%3D%3D 10.1007/BF01068419 3450848