A hierarchical scheme for geodesic anatomical labeling of airway trees

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7512 LNCS, Issue , 2012, Pages 147-155

  Feragen, Aasa ^a   Petersen, Jens ^a   Owen, Megan ^b   Lo, Pechin ^a,c   Thomsen, Laura H ^d   Wille, Mathilde M W ^d   Dirksen, Asger ^d   de Bruijne, Marleen ^a,e  

^a UNIVERSITY OF COPENHAGEN   (Denmark)

^b UNIVERSITY OF WATERLOO   (Canada)

^c UNIVERSITY OF CALIFORNIA   (United States)

^d GENTOFTE UNIVERSITY HOSPITAL   (Denmark)

^e ERASMUS MEDICAL CENTER   (Netherlands)

Author keywords

Airway tree labeling; Geodesic matching

Indexed keywords

GEODESY; MEDICAL COMPUTING; MEDICAL IMAGING; PULMONARY DISEASES;

AIRWAY TREES; ANATOMICAL LABELING; CHRONIC OBSTRUCTIVE PULMONARY DISEASE; GEODESIC DISTANCES; GEODESIC MATCHING; HIERARCHICAL APPROACH; LABELING ACCURACIES; SUPERVISED ALGORITHM;

TREES (MATHEMATICS);

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; BRONCHOGRAPHY; CHRONIC OBSTRUCTIVE LUNG DISEASE; COMPUTER ASSISTED DIAGNOSIS; COMPUTER ASSISTED TOMOGRAPHY; HUMAN; IMAGE QUALITY; IMAGE SUBTRACTION; METHODOLOGY; RADIOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; BRONCHOGRAPHY; HUMANS; PATTERN RECOGNITION, AUTOMATED; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SUBTRACTION TECHNIQUE; TOMOGRAPHY, X-RAY COMPUTED;

MLCS; MLOWN;

EID: 84872935032     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33454-2_19     Document Type: Conference Paper

References (11)

1. Billera, L.J., Holmes, S.P., Vogtmann, K.: Geometry of the space of phylogenetic trees. Adv. in Appl. Math. 27(4), 733–767 (2001)
2. Feragen, A., Lo, P., Gorbunova, V., Nielsen, M., Dirksen, A., Reinhardt, J.M., Lauze, F., de Bruijne, M.: An airway tree-shape model for geodesic airway branch labeling. In: MICCAI WS on Math. Found. Comp. Anat. (2011)
3. Gorbunova, V., Sporring, J., Lo, P., Loeve, M., Tiddens, H., Nielsen, M., Dirksen, A., de Bruijne, M.: Mass preserving image registration for lung CT. MedIA (2012)
4. Hasegawa, M., Nasuhara, Y., Onodera, Y., Makita, H., Nagai, K., Fuke, S., Ito, Y., Betsuyaku, T., Nishimura, M.: Airflow Limitation and Airway Dimensions in Chronic Obstructive Pulmonary Disease. Am. J. Respir. Crit. Care Med. 173(12), 1309–1315 (2006)
5. Lo, P., van Rikxoort, E.M., Goldin, J., Abtin, F., de Bruijne, M., Brown, M.: A bottom-up approach for labeling of human airway trees. In: MICCAI Int. WS. Pulm. Im. Anal. (2011)
6. Owen, M., Provan, J.S.: A fast algorithm for computing geodesic distances in tree space. ACM/IEEE Trans. Comp. Biol. Bioinf. 8, 2–13 (2011)
7. Pedersen, J., Ashraf, H., Dirksen, A., Bach, K., Hansen, H., Toennesen, P., Thorsen, H., Brodersen, J., Skov, B., 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. Thor. Onc. 4(5), 608–614 (2009)
8. Petersen, J., Nielsen, M., Lo, P., Saghir, Z., Dirksen, A., de Bruijne, M.: Optimal Graph Based Segmentation Using Flow Lines with Application to Airway Wall Segmentation. In: Székely, G., Hahn, H.K. (eds.) IPMI 2011. LNCS, vol. 6801, pp. 49–60. Springer, Heidelberg (2011)
9. 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, and prevention of chronic obstructive pulmonary disease: Gold executive summary. Am. J. Respir. Crit. Care Med. 176(6), 532–555 (2007)
10. Tschirren, J., McLennan, G., Palágyi, K., Hoffman, E.A., Sonka, M.: Matching and anatomical labeling of human airway tree. TMI 24(12), 1540–1547 (2005)
11. van Ginneken, B., Baggerman, W., van Rikxoort, E.M.: Robust Segmentation and Anatomical Labeling of the Airway Tree from Thoracic CT Scans. In: Metaxas, D., Axel, L., Fichtinger, G., Székely, G. (eds.) MICCAI 2008, Part I. LNCS, vol. 5241, pp. 219–226. Springer, Heidelberg (2008)