A graph-based approach to the retrieval of volumetric PET-CT lung images

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2012, Pages 5408-5411

  Kumar, Ashnil ^a   Kim, Jinman ^a   Wen, Lingfeng ^a,b   Feng, Dagan ^a,c  

^a UNIVERSITY OF SYDNEY   (Australia)

^b ROYAL PRINCE ALFRED HOSPITAL   (Australia)

^c HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

3-D SPACE; BIOMEDICAL RESEARCH; CLINICAL APPLICATION; CLINICAL ENVIRONMENTS; COMPUTED TOMOGRAPHY; CONTENT-BASED IMAGE RETRIEVAL; GRAPH EDIT DISTANCE; GRAPH REPRESENTATION; GRAPH-BASED; IMAGE FEATURES; IMAGE SEARCH; LOCALISATION; LUNG TUMOURS; MEDICAL IMAGES; MULTI-MODAL; RAPID EXPANSION; REGIONS OF INTEREST; SEARCH CRITERION; SIMILARITY MEASUREMENTS; SPATIAL ARRANGEMENTS; SPATIAL FEATURES; TEXT-BASED RETRIEVAL; VOLUMETRIC DATA;

CONTENT BASED RETRIEVAL; DIAGNOSIS; GRAPHIC METHODS; POSITRON EMISSION TOMOGRAPHY; THREE DIMENSIONAL COMPUTER GRAPHICS; VOLUMETRIC ANALYSIS;

COMPUTERIZED TOMOGRAPHY;

ARTICLE; COMPUTER ASSISTED TOMOGRAPHY; COMPUTER GRAPHICS; HUMAN; LUNG; METHODOLOGY; MULTIMODAL IMAGING; POSITRON EMISSION TOMOGRAPHY; RADIOGRAPHY; REPRODUCIBILITY; SCINTISCANNING;

COMPUTER GRAPHICS; HUMANS; LUNG; MULTIMODAL IMAGING; POSITRON-EMISSION TOMOGRAPHY; REPRODUCIBILITY OF RESULTS; TOMOGRAPHY, X-RAY COMPUTED;

EID: 84870828036     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2012.6347217     Document Type: Conference Paper

References (20)

1. H. Müller, N. Michoux, D. Bandon, and A. Geissbuhler, "A review of content-based image retrieval systems in medical applications-clinical benefits and future directions," Int. J. of Med. Inform., vol. 73, no. 1, pp. 1-23, 2004.
2. H. Müller, Z. Xin, A. Depeursinge, M. Pitkanen, J. Iavindrasana, and A. Geissbuhler, "Medical visual information retrieval: State of the art and challenges ahead," in IEEE ICME, 2007, pp. 683-686.
3. H. Müller, J. Kalpathy-Cramer, B. Caputo, T. Syeda-Mahmood, and F. Wang, Overview of the First Workshop on Medical ContentBased Retrieval for Clinical Decision Support at MICCAI 2009, 2009, vol. 5853, pp. 1-17.
4. A. W. M. Smeulders, M. Worring, S. Santini, A. Gupta, and R. Jain, "Content-based image retrieval at the end of the early years," IEEE Trans. Patt. Anal. Mach. Intel., vol. 22, no. 12, pp. 1349-1380, 2000.
5. T. M. Blodgett, C. C. Meltzer, and D. W. Townsend, "PET/CT: Form and function," Radiol., vol. 242, no. 2, pp. 360-385, 2007.
6. J. Kim, L. Constantinescu, W. Cai, and D. D. Feng, "Content-based dual-modality biomedical data retrieval using co-aligned functional and anatomical features," in Workshop on Content-based Image Retrieval for Biomedical Image Archives: achievements, problems and prospects, MICCAI, 2007, pp. 45-52.
7. Y. Song, C. Cai, Weidong, S. Eberl, M. J. Fulham, and F. Dagan, "A content-based image retrieval framework for multi-modality lung images," in IEEE Symp. CBMS, 2010, pp. 285-290.
8. Y. Song, W. Cai, S. Eberl, M. J. Fulham, and F. Dagan, "Thoracic image case retrieval with spatial and contextual information," in IEEE ISBI, 2011, pp. 1885-1888.
9. A. Kumar, J. Kim, W. Cai, S. Eberl, and D. Feng, "A graph-based approach to the retrieval of dual-modality biomedical images using spatial relationships," in IEEE EMBC, 2008, pp. 390-393.
10. E. G. M. Petrakis, "Design and evaluation of spatial similarity approaches for image retrieval," Imag. Vis. Comp., vol. 20, no. 1, pp. 59-76, 2002.
11. E. G. M. Petrakis, C. Faloutsos, and K. I. Lin, "ImageMap: an image indexing method based on spatial similarity," IEEE Trans. Knowl. Data Eng., vol. 14, no. 5, pp. 979-987, 2002.
12. D. Conte, P. Foggia, C. Sansone, and M. Vento, "Thirty years of graph matching in pattern recognition," Int. J. of Patt. Rec. and Art. Intel., vol. 18, no. 3, pp. 265-298, 2004.
13. F. C. Detterbeck, "The new cancer staging system," Chest, vol. 136, no. 1, pp. 260-71, 2009.
14. S. Hu, E. A. Hoffman, and J. M. Reinhardt, "Automatic lung segmentation for accurate quantitation of volumetric X-ray CT images," IEEE Trans. Med. Imag., vol. 20, no. 6, pp. 490-498, 2001.
15. J. Bradley, W. L. Thorstad, S. Mutic, T. R. Miller, F. Dehdashti, B. A. Siegel, W. Bosch, and R. J. Bertrand, "Impact of FDG-PET on radiation therapy volume delineation in non-small-cell lung cancer," Int. J. of Rad. Onc. Biol. Phys., vol. 59, no. 1, pp. 78-86, 2004.
16. S. Aksoy and R. M. Haralick, "Feature normalization and likelihood-based similarity measures for image retrieval," Patt. Rec. Let., vol. 22, no. 5, pp. 563-582, 2001.
17. M. Neuhaus, K. Riesen, and H. Bunke, "Fast suboptimal algorithms for the computation of graph edit distance," Struct. Synt. Stat. Patt. Rec., vol. 4109, pp. 163-172, 2006.
18. P. E. Hart, N. J. Nilsson, and B. Raphael, "A formal basis for the heuristic determination of minimum cost paths," IEEE Trans. Sys. Sci. Cyber., vol. 4, no. 2, pp. 100-107, 1968.
19. C.-R. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. M. Aisen, and L. S. Broderick, "ASSERT: a physician-in-the-loop content-based retrieval system for HRCT image databases," Comput. Vis. Image Underst., vol. 75, no. 1-2, pp. 111-132, 1999.
20. G. Quellec, M. Lamard, G. Cazuguel, B. Cochener, and C. Roux, "Wavelet optimization for content-based image retrieval in medical databases," Med. Imag. Anal., vol. 14, no. 2, pp. 227-241, 2010.